From 233cfd4065f2e43d6cf533ade3002270f02f5eb2 Mon Sep 17 00:00:00 2001
From: Chaithanya512 <chay5522kalyan@gmail.com>
Date: Fri, 23 Aug 2024 01:56:39 +0530
Subject: [PATCH] feat: add audio embedding operator using CLAP model

---
 .../operators/audio_vec_embedding_clap.py     |   53 +
 .../audio_vec_embedding_clap_requirements.in  |    3 +
 .../audio_vec_embedding_clap_requirements.txt | 1425 +++++++++++++++++
 .../test_audio_vec_embedding_clap.py          |   32 +
 4 files changed, 1513 insertions(+)
 create mode 100644 src/core/operators/audio_vec_embedding_clap.py
 create mode 100644 src/core/operators/audio_vec_embedding_clap_requirements.in
 create mode 100644 src/core/operators/audio_vec_embedding_clap_requirements.txt
 create mode 100644 src/core/operators/test_audio_vec_embedding_clap.py

diff --git a/src/core/operators/audio_vec_embedding_clap.py b/src/core/operators/audio_vec_embedding_clap.py
new file mode 100644
index 0000000..c8db375
--- /dev/null
+++ b/src/core/operators/audio_vec_embedding_clap.py
@@ -0,0 +1,53 @@
+"""Operator to get audio representation using LAION-CLAP - https://github.com/LAION-AI/CLAP. """
+
+def initialize(param):
+    """
+    Initializes the operator.
+    
+    Args: 
+        param (dict): A dict to initialize and load the the model.
+    
+    """
+    global model
+    global librosa
+    global np
+    global contextmanager
+    global os
+
+    import numpy as np
+    import librosa
+    from contextlib import contextmanager
+    import os
+    import laion_clap
+    
+    model = laion_clap.CLAP_Module()
+    model.load_ckpt() # load the best checkpoint (HTSAT model) in the paper.
+    print("model successfully downloaded")
+
+
+def run(audio_file):
+    """
+    Runs the operator and compute inference on the audio file.
+
+    Args:
+        audio_file (dict): `AudioFactory` file object.
+
+    Returns:
+        audio_emb (numpy.ndarray): A 512-length vector embedding representing the audio. 
+
+    """
+    audio = audio_file["path"]
+
+    @contextmanager
+    def audio_load(fname):
+        a, _ = librosa.load(fname, sr=48000)
+        try:
+            yield a
+        finally:
+            os.remove(fname)
+
+    with audio_load(audio) as audio_var:
+        query_audio = audio_var.reshape(1, -1)
+        audio_emb = model.get_audio_embedding_from_data(x = query_audio, use_tensor=False)
+        audio_emb = audio_emb.reshape(-1)
+        return audio_emb
diff --git a/src/core/operators/audio_vec_embedding_clap_requirements.in b/src/core/operators/audio_vec_embedding_clap_requirements.in
new file mode 100644
index 0000000..e9a652c
--- /dev/null
+++ b/src/core/operators/audio_vec_embedding_clap_requirements.in
@@ -0,0 +1,3 @@
+laion-clap==1.1.6
+librosa==0.10.2.post1
+torchvision==0.19.0
diff --git a/src/core/operators/audio_vec_embedding_clap_requirements.txt b/src/core/operators/audio_vec_embedding_clap_requirements.txt
new file mode 100644
index 0000000..ea2cf84
--- /dev/null
+++ b/src/core/operators/audio_vec_embedding_clap_requirements.txt
@@ -0,0 +1,1425 @@
+#
+# This file is autogenerated by pip-compile with Python 3.10
+# by the following command:
+#
+#    pip-compile --allow-unsafe --generate-hashes audio_vec_embedding_clap_requirements.in
+#
+audioread==3.0.1 \
+    --hash=sha256:4cdce70b8adc0da0a3c9e0d85fb10b3ace30fbdf8d1670fd443929b61d117c33 \
+    --hash=sha256:ac5460a5498c48bdf2e8e767402583a4dcd13f4414d286f42ce4379e8b35066d
+    # via librosa
+braceexpand==0.1.7 \
+    --hash=sha256:91332d53de7828103dcae5773fb43bc34950b0c8160e35e0f44c4427a3b85014 \
+    --hash=sha256:e6e539bd20eaea53547472ff94f4fb5c3d3bf9d0a89388c4b56663aba765f705
+    # via
+    #   laion-clap
+    #   webdataset
+certifi==2024.7.4 \
+    --hash=sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b \
+    --hash=sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90
+    # via
+    #   requests
+    #   sentry-sdk
+cffi==1.17.0 \
+    --hash=sha256:011aff3524d578a9412c8b3cfaa50f2c0bd78e03eb7af7aa5e0df59b158efb2f \
+    --hash=sha256:0a048d4f6630113e54bb4b77e315e1ba32a5a31512c31a273807d0027a7e69ab \
+    --hash=sha256:0bb15e7acf8ab35ca8b24b90af52c8b391690ef5c4aec3d31f38f0d37d2cc499 \
+    --hash=sha256:0d46ee4764b88b91f16661a8befc6bfb24806d885e27436fdc292ed7e6f6d058 \
+    --hash=sha256:0e60821d312f99d3e1569202518dddf10ae547e799d75aef3bca3a2d9e8ee693 \
+    --hash=sha256:0fdacad9e0d9fc23e519efd5ea24a70348305e8d7d85ecbb1a5fa66dc834e7fb \
+    --hash=sha256:14b9cbc8f7ac98a739558eb86fabc283d4d564dafed50216e7f7ee62d0d25377 \
+    --hash=sha256:17c6d6d3260c7f2d94f657e6872591fe8733872a86ed1345bda872cfc8c74885 \
+    --hash=sha256:1a2ddbac59dc3716bc79f27906c010406155031a1c801410f1bafff17ea304d2 \
+    --hash=sha256:2404f3de742f47cb62d023f0ba7c5a916c9c653d5b368cc966382ae4e57da401 \
+    --hash=sha256:24658baf6224d8f280e827f0a50c46ad819ec8ba380a42448e24459daf809cf4 \
+    --hash=sha256:24aa705a5f5bd3a8bcfa4d123f03413de5d86e497435693b638cbffb7d5d8a1b \
+    --hash=sha256:2770bb0d5e3cc0e31e7318db06efcbcdb7b31bcb1a70086d3177692a02256f59 \
+    --hash=sha256:331ad15c39c9fe9186ceaf87203a9ecf5ae0ba2538c9e898e3a6967e8ad3db6f \
+    --hash=sha256:3aa9d43b02a0c681f0bfbc12d476d47b2b2b6a3f9287f11ee42989a268a1833c \
+    --hash=sha256:41f4915e09218744d8bae14759f983e466ab69b178de38066f7579892ff2a555 \
+    --hash=sha256:4304d4416ff032ed50ad6bb87416d802e67139e31c0bde4628f36a47a3164bfa \
+    --hash=sha256:435a22d00ec7d7ea533db494da8581b05977f9c37338c80bc86314bec2619424 \
+    --hash=sha256:45f7cd36186db767d803b1473b3c659d57a23b5fa491ad83c6d40f2af58e4dbb \
+    --hash=sha256:48b389b1fd5144603d61d752afd7167dfd205973a43151ae5045b35793232aa2 \
+    --hash=sha256:4e67d26532bfd8b7f7c05d5a766d6f437b362c1bf203a3a5ce3593a645e870b8 \
+    --hash=sha256:516a405f174fd3b88829eabfe4bb296ac602d6a0f68e0d64d5ac9456194a5b7e \
+    --hash=sha256:5ba5c243f4004c750836f81606a9fcb7841f8874ad8f3bf204ff5e56332b72b9 \
+    --hash=sha256:5bdc0f1f610d067c70aa3737ed06e2726fd9d6f7bfee4a351f4c40b6831f4e82 \
+    --hash=sha256:6107e445faf057c118d5050560695e46d272e5301feffda3c41849641222a828 \
+    --hash=sha256:6327b572f5770293fc062a7ec04160e89741e8552bf1c358d1a23eba68166759 \
+    --hash=sha256:669b29a9eca6146465cc574659058ed949748f0809a2582d1f1a324eb91054dc \
+    --hash=sha256:6ce01337d23884b21c03869d2f68c5523d43174d4fc405490eb0091057943118 \
+    --hash=sha256:6d872186c1617d143969defeadac5a904e6e374183e07977eedef9c07c8953bf \
+    --hash=sha256:6f76a90c345796c01d85e6332e81cab6d70de83b829cf1d9762d0a3da59c7932 \
+    --hash=sha256:70d2aa9fb00cf52034feac4b913181a6e10356019b18ef89bc7c12a283bf5f5a \
+    --hash=sha256:7cbc78dc018596315d4e7841c8c3a7ae31cc4d638c9b627f87d52e8abaaf2d29 \
+    --hash=sha256:856bf0924d24e7f93b8aee12a3a1095c34085600aa805693fb7f5d1962393206 \
+    --hash=sha256:8a98748ed1a1df4ee1d6f927e151ed6c1a09d5ec21684de879c7ea6aa96f58f2 \
+    --hash=sha256:93a7350f6706b31f457c1457d3a3259ff9071a66f312ae64dc024f049055f72c \
+    --hash=sha256:964823b2fc77b55355999ade496c54dde161c621cb1f6eac61dc30ed1b63cd4c \
+    --hash=sha256:a003ac9edc22d99ae1286b0875c460351f4e101f8c9d9d2576e78d7e048f64e0 \
+    --hash=sha256:a0ce71725cacc9ebf839630772b07eeec220cbb5f03be1399e0457a1464f8e1a \
+    --hash=sha256:a47eef975d2b8b721775a0fa286f50eab535b9d56c70a6e62842134cf7841195 \
+    --hash=sha256:a8b5b9712783415695663bd463990e2f00c6750562e6ad1d28e072a611c5f2a6 \
+    --hash=sha256:a9015f5b8af1bb6837a3fcb0cdf3b874fe3385ff6274e8b7925d81ccaec3c5c9 \
+    --hash=sha256:aec510255ce690d240f7cb23d7114f6b351c733a74c279a84def763660a2c3bc \
+    --hash=sha256:b00e7bcd71caa0282cbe3c90966f738e2db91e64092a877c3ff7f19a1628fdcb \
+    --hash=sha256:b50aaac7d05c2c26dfd50c3321199f019ba76bb650e346a6ef3616306eed67b0 \
+    --hash=sha256:b7b6ea9e36d32582cda3465f54c4b454f62f23cb083ebc7a94e2ca6ef011c3a7 \
+    --hash=sha256:bb9333f58fc3a2296fb1d54576138d4cf5d496a2cc118422bd77835e6ae0b9cb \
+    --hash=sha256:c1c13185b90bbd3f8b5963cd8ce7ad4ff441924c31e23c975cb150e27c2bf67a \
+    --hash=sha256:c3b8bd3133cd50f6b637bb4322822c94c5ce4bf0d724ed5ae70afce62187c492 \
+    --hash=sha256:c5d97162c196ce54af6700949ddf9409e9833ef1003b4741c2b39ef46f1d9720 \
+    --hash=sha256:c815270206f983309915a6844fe994b2fa47e5d05c4c4cef267c3b30e34dbe42 \
+    --hash=sha256:cab2eba3830bf4f6d91e2d6718e0e1c14a2f5ad1af68a89d24ace0c6b17cced7 \
+    --hash=sha256:d1df34588123fcc88c872f5acb6f74ae59e9d182a2707097f9e28275ec26a12d \
+    --hash=sha256:d6bdcd415ba87846fd317bee0774e412e8792832e7805938987e4ede1d13046d \
+    --hash=sha256:db9a30ec064129d605d0f1aedc93e00894b9334ec74ba9c6bdd08147434b33eb \
+    --hash=sha256:dbc183e7bef690c9abe5ea67b7b60fdbca81aa8da43468287dae7b5c046107d4 \
+    --hash=sha256:dca802c8db0720ce1c49cce1149ff7b06e91ba15fa84b1d59144fef1a1bc7ac2 \
+    --hash=sha256:dec6b307ce928e8e112a6bb9921a1cb00a0e14979bf28b98e084a4b8a742bd9b \
+    --hash=sha256:df8bb0010fdd0a743b7542589223a2816bdde4d94bb5ad67884348fa2c1c67e8 \
+    --hash=sha256:e4094c7b464cf0a858e75cd14b03509e84789abf7b79f8537e6a72152109c76e \
+    --hash=sha256:e4760a68cab57bfaa628938e9c2971137e05ce48e762a9cb53b76c9b569f1204 \
+    --hash=sha256:eb09b82377233b902d4c3fbeeb7ad731cdab579c6c6fda1f763cd779139e47c3 \
+    --hash=sha256:eb862356ee9391dc5a0b3cbc00f416b48c1b9a52d252d898e5b7696a5f9fe150 \
+    --hash=sha256:ef9528915df81b8f4c7612b19b8628214c65c9b7f74db2e34a646a0a2a0da2d4 \
+    --hash=sha256:f3157624b7558b914cb039fd1af735e5e8049a87c817cc215109ad1c8779df76 \
+    --hash=sha256:f3e0992f23bbb0be00a921eae5363329253c3b86287db27092461c887b791e5e \
+    --hash=sha256:f9338cc05451f1942d0d8203ec2c346c830f8e86469903d5126c1f0a13a2bcbb \
+    --hash=sha256:ffef8fd58a36fb5f1196919638f73dd3ae0db1a878982b27a9a5a176ede4ba91
+    # via soundfile
+charset-normalizer==3.3.2 \
+    --hash=sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027 \
+    --hash=sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087 \
+    --hash=sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786 \
+    --hash=sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8 \
+    --hash=sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09 \
+    --hash=sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185 \
+    --hash=sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574 \
+    --hash=sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e \
+    --hash=sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519 \
+    --hash=sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898 \
+    --hash=sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269 \
+    --hash=sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3 \
+    --hash=sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f \
+    --hash=sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6 \
+    --hash=sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8 \
+    --hash=sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a \
+    --hash=sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73 \
+    --hash=sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc \
+    --hash=sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714 \
+    --hash=sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2 \
+    --hash=sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc \
+    --hash=sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce \
+    --hash=sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d \
+    --hash=sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e \
+    --hash=sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6 \
+    --hash=sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269 \
+    --hash=sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96 \
+    --hash=sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d \
+    --hash=sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a \
+    --hash=sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4 \
+    --hash=sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77 \
+    --hash=sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d \
+    --hash=sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0 \
+    --hash=sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed \
+    --hash=sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068 \
+    --hash=sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac \
+    --hash=sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25 \
+    --hash=sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8 \
+    --hash=sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab \
+    --hash=sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26 \
+    --hash=sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2 \
+    --hash=sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db \
+    --hash=sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f \
+    --hash=sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5 \
+    --hash=sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99 \
+    --hash=sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c \
+    --hash=sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d \
+    --hash=sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811 \
+    --hash=sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa \
+    --hash=sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a \
+    --hash=sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03 \
+    --hash=sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b \
+    --hash=sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04 \
+    --hash=sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c \
+    --hash=sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001 \
+    --hash=sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458 \
+    --hash=sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389 \
+    --hash=sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99 \
+    --hash=sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985 \
+    --hash=sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537 \
+    --hash=sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238 \
+    --hash=sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f \
+    --hash=sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d \
+    --hash=sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796 \
+    --hash=sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a \
+    --hash=sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143 \
+    --hash=sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8 \
+    --hash=sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c \
+    --hash=sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5 \
+    --hash=sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5 \
+    --hash=sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711 \
+    --hash=sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4 \
+    --hash=sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6 \
+    --hash=sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c \
+    --hash=sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7 \
+    --hash=sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4 \
+    --hash=sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b \
+    --hash=sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae \
+    --hash=sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12 \
+    --hash=sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c \
+    --hash=sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae \
+    --hash=sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8 \
+    --hash=sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887 \
+    --hash=sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b \
+    --hash=sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4 \
+    --hash=sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f \
+    --hash=sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5 \
+    --hash=sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33 \
+    --hash=sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519 \
+    --hash=sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561
+    # via requests
+click==8.1.7 \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+    # via wandb
+decorator==5.1.1 \
+    --hash=sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330 \
+    --hash=sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186
+    # via librosa
+docker-pycreds==0.4.0 \
+    --hash=sha256:6ce3270bcaf404cc4c3e27e4b6c70d3521deae82fb508767870fdbf772d584d4 \
+    --hash=sha256:7266112468627868005106ec19cd0d722702d2b7d5912a28e19b826c3d37af49
+    # via wandb
+filelock==3.15.4 \
+    --hash=sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb \
+    --hash=sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7
+    # via
+    #   huggingface-hub
+    #   torch
+    #   transformers
+    #   triton
+fsspec==2024.6.1 \
+    --hash=sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e \
+    --hash=sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49
+    # via
+    #   huggingface-hub
+    #   torch
+ftfy==6.2.3 \
+    --hash=sha256:79b505988f29d577a58a9069afe75553a02a46e42de6091c0660cdc67812badc \
+    --hash=sha256:f15761b023f3061a66207d33f0c0149ad40a8319fd16da91796363e2c049fdf8
+    # via laion-clap
+gitdb==4.0.11 \
+    --hash=sha256:81a3407ddd2ee8df444cbacea00e2d038e40150acfa3001696fe0dcf1d3adfa4 \
+    --hash=sha256:bf5421126136d6d0af55bc1e7c1af1c397a34f5b7bd79e776cd3e89785c2b04b
+    # via gitpython
+gitpython==3.1.43 \
+    --hash=sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c \
+    --hash=sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff
+    # via wandb
+h5py==3.11.0 \
+    --hash=sha256:083e0329ae534a264940d6513f47f5ada617da536d8dccbafc3026aefc33c90e \
+    --hash=sha256:1625fd24ad6cfc9c1ccd44a66dac2396e7ee74940776792772819fc69f3a3731 \
+    --hash=sha256:21dbdc5343f53b2e25404673c4f00a3335aef25521bd5fa8c707ec3833934892 \
+    --hash=sha256:52c416f8eb0daae39dabe71415cb531f95dce2d81e1f61a74537a50c63b28ab3 \
+    --hash=sha256:55106b04e2c83dfb73dc8732e9abad69d83a436b5b82b773481d95d17b9685e1 \
+    --hash=sha256:67462d0669f8f5459529de179f7771bd697389fcb3faab54d63bf788599a48ea \
+    --hash=sha256:6c4b760082626120031d7902cd983d8c1f424cdba2809f1067511ef283629d4b \
+    --hash=sha256:731839240c59ba219d4cb3bc5880d438248533366f102402cfa0621b71796b62 \
+    --hash=sha256:754c0c2e373d13d6309f408325343b642eb0f40f1a6ad21779cfa9502209e150 \
+    --hash=sha256:75bd7b3d93fbeee40860fd70cdc88df4464e06b70a5ad9ce1446f5f32eb84007 \
+    --hash=sha256:77b19a40788e3e362b54af4dcf9e6fde59ca016db2c61360aa30b47c7b7cef00 \
+    --hash=sha256:7b7e8f78072a2edec87c9836f25f34203fd492a4475709a18b417a33cfb21fa9 \
+    --hash=sha256:8ec9df3dd2018904c4cc06331951e274f3f3fd091e6d6cc350aaa90fa9b42a76 \
+    --hash=sha256:a76cae64080210389a571c7d13c94a1a6cf8cb75153044fd1f822a962c97aeab \
+    --hash=sha256:aa6ae84a14103e8dc19266ef4c3e5d7c00b68f21d07f2966f0ca7bdb6c2761fb \
+    --hash=sha256:bbd732a08187a9e2a6ecf9e8af713f1d68256ee0f7c8b652a32795670fb481ba \
+    --hash=sha256:c072655ad1d5fe9ef462445d3e77a8166cbfa5e599045f8aa3c19b75315f10e5 \
+    --hash=sha256:d9c944d364688f827dc889cf83f1fca311caf4fa50b19f009d1f2b525edd33a3 \
+    --hash=sha256:ef4e2f338fc763f50a8113890f455e1a70acd42a4d083370ceb80c463d803972 \
+    --hash=sha256:f3736fe21da2b7d8a13fe8fe415f1272d2a1ccdeff4849c1421d2fb30fd533bc \
+    --hash=sha256:f4e025e852754ca833401777c25888acb96889ee2c27e7e629a19aee288833f0
+    # via laion-clap
+huggingface-hub==0.24.6 \
+    --hash=sha256:a990f3232aa985fe749bc9474060cbad75e8b2f115f6665a9fda5b9c97818970 \
+    --hash=sha256:cc2579e761d070713eaa9c323e3debe39d5b464ae3a7261c39a9195b27bb8000
+    # via
+    #   tokenizers
+    #   transformers
+idna==3.7 \
+    --hash=sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc \
+    --hash=sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0
+    # via requests
+jinja2==3.1.4 \
+    --hash=sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369 \
+    --hash=sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d
+    # via torch
+joblib==1.4.2 \
+    --hash=sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6 \
+    --hash=sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e
+    # via
+    #   librosa
+    #   scikit-learn
+laion-clap==1.1.6 \
+    --hash=sha256:8bfdad75cd13d900b229e9d7a918f1f0aa5f027b6dfdec58b94508a49ce892fc \
+    --hash=sha256:a98f51cae7d5428f6f346a8b6bc078a7ca2b5f61feba2272eb919b7b7e9f0dee
+    # via -r audio_vec_embedding_clap_requirements.in
+lazy-loader==0.4 \
+    --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc \
+    --hash=sha256:47c75182589b91a4e1a85a136c074285a5ad4d9f39c63e0d7fb76391c4574cd1
+    # via librosa
+librosa==0.10.2.post1 \
+    --hash=sha256:cd99f16717cbcd1e0983e37308d1db46a6f7dfc2e396e5a9e61e6821e44bd2e7 \
+    --hash=sha256:dc882750e8b577a63039f25661b7e39ec4cfbacc99c1cffba666cd664fb0a7a0
+    # via
+    #   -r audio_vec_embedding_clap_requirements.in
+    #   laion-clap
+    #   torchlibrosa
+llvmlite==0.43.0 \
+    --hash=sha256:14f0e4bf2fd2d9a75a3534111e8ebeb08eda2f33e9bdd6dfa13282afacdde0ed \
+    --hash=sha256:18e9953c748b105668487b7c81a3e97b046d8abf95c4ddc0cd3c94f4e4651ae8 \
+    --hash=sha256:35d80d61d0cda2d767f72de99450766250560399edc309da16937b93d3b676e7 \
+    --hash=sha256:3e8d0618cb9bfe40ac38a9633f2493d4d4e9fcc2f438d39a4e854f39cc0f5f98 \
+    --hash=sha256:47e147cdda9037f94b399bf03bfd8a6b6b1f2f90be94a454e3386f006455a9b4 \
+    --hash=sha256:6912a87782acdff6eb8bf01675ed01d60ca1f2551f8176a300a886f09e836a6a \
+    --hash=sha256:6d4fd101f571a31acb1559ae1af30f30b1dc4b3186669f92ad780e17c81e91bc \
+    --hash=sha256:74937acd22dc11b33946b67dca7680e6d103d6e90eeaaaf932603bec6fe7b03a \
+    --hash=sha256:7a2872ee80dcf6b5dbdc838763d26554c2a18aa833d31a2635bff16aafefb9c9 \
+    --hash=sha256:7d434ec7e2ce3cc8f452d1cd9a28591745de022f931d67be688a737320dfcead \
+    --hash=sha256:977525a1e5f4059316b183fb4fd34fa858c9eade31f165427a3977c95e3ee749 \
+    --hash=sha256:9cd2a7376f7b3367019b664c21f0c61766219faa3b03731113ead75107f3b66c \
+    --hash=sha256:a289af9a1687c6cf463478f0fa8e8aa3b6fb813317b0d70bf1ed0759eab6f761 \
+    --hash=sha256:ae2b5b5c3ef67354824fb75517c8db5fbe93bc02cd9671f3c62271626bc041d5 \
+    --hash=sha256:bc9efc739cc6ed760f795806f67889923f7274276f0eb45092a1473e40d9b867 \
+    --hash=sha256:c1da416ab53e4f7f3bc8d4eeba36d801cc1894b9fbfbf2022b29b6bad34a7df2 \
+    --hash=sha256:d5bd550001d26450bd90777736c69d68c487d17bf371438f975229b2b8241a91 \
+    --hash=sha256:df6509e1507ca0760787a199d19439cc887bfd82226f5af746d6977bd9f66844 \
+    --hash=sha256:e0a9a1a39d4bf3517f2af9d23d479b4175ead205c592ceeb8b89af48a327ea57 \
+    --hash=sha256:eccce86bba940bae0d8d48ed925f21dbb813519169246e2ab292b5092aba121f \
+    --hash=sha256:f99b600aa7f65235a5a05d0b9a9f31150c390f31261f2a0ba678e26823ec38f7
+    # via
+    #   laion-clap
+    #   numba
+markupsafe==2.1.5 \
+    --hash=sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf \
+    --hash=sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff \
+    --hash=sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f \
+    --hash=sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3 \
+    --hash=sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532 \
+    --hash=sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f \
+    --hash=sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617 \
+    --hash=sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df \
+    --hash=sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4 \
+    --hash=sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906 \
+    --hash=sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f \
+    --hash=sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4 \
+    --hash=sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8 \
+    --hash=sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371 \
+    --hash=sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2 \
+    --hash=sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465 \
+    --hash=sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52 \
+    --hash=sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6 \
+    --hash=sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169 \
+    --hash=sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad \
+    --hash=sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2 \
+    --hash=sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0 \
+    --hash=sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029 \
+    --hash=sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f \
+    --hash=sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a \
+    --hash=sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced \
+    --hash=sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5 \
+    --hash=sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c \
+    --hash=sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf \
+    --hash=sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9 \
+    --hash=sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb \
+    --hash=sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad \
+    --hash=sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3 \
+    --hash=sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1 \
+    --hash=sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46 \
+    --hash=sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc \
+    --hash=sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a \
+    --hash=sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee \
+    --hash=sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900 \
+    --hash=sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5 \
+    --hash=sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea \
+    --hash=sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f \
+    --hash=sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5 \
+    --hash=sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e \
+    --hash=sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a \
+    --hash=sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f \
+    --hash=sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50 \
+    --hash=sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a \
+    --hash=sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b \
+    --hash=sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4 \
+    --hash=sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff \
+    --hash=sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2 \
+    --hash=sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46 \
+    --hash=sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b \
+    --hash=sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf \
+    --hash=sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5 \
+    --hash=sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5 \
+    --hash=sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab \
+    --hash=sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd \
+    --hash=sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68
+    # via jinja2
+mpmath==1.3.0 \
+    --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \
+    --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
+    # via sympy
+msgpack==1.0.8 \
+    --hash=sha256:00e073efcba9ea99db5acef3959efa45b52bc67b61b00823d2a1a6944bf45982 \
+    --hash=sha256:0726c282d188e204281ebd8de31724b7d749adebc086873a59efb8cf7ae27df3 \
+    --hash=sha256:0ceea77719d45c839fd73abcb190b8390412a890df2f83fb8cf49b2a4b5c2f40 \
+    --hash=sha256:114be227f5213ef8b215c22dde19532f5da9652e56e8ce969bf0a26d7c419fee \
+    --hash=sha256:13577ec9e247f8741c84d06b9ece5f654920d8365a4b636ce0e44f15e07ec693 \
+    --hash=sha256:1876b0b653a808fcd50123b953af170c535027bf1d053b59790eebb0aeb38950 \
+    --hash=sha256:1ab0bbcd4d1f7b6991ee7c753655b481c50084294218de69365f8f1970d4c151 \
+    --hash=sha256:1cce488457370ffd1f953846f82323cb6b2ad2190987cd4d70b2713e17268d24 \
+    --hash=sha256:26ee97a8261e6e35885c2ecd2fd4a6d38252246f94a2aec23665a4e66d066305 \
+    --hash=sha256:3528807cbbb7f315bb81959d5961855e7ba52aa60a3097151cb21956fbc7502b \
+    --hash=sha256:374a8e88ddab84b9ada695d255679fb99c53513c0a51778796fcf0944d6c789c \
+    --hash=sha256:376081f471a2ef24828b83a641a02c575d6103a3ad7fd7dade5486cad10ea659 \
+    --hash=sha256:3923a1778f7e5ef31865893fdca12a8d7dc03a44b33e2a5f3295416314c09f5d \
+    --hash=sha256:4916727e31c28be8beaf11cf117d6f6f188dcc36daae4e851fee88646f5b6b18 \
+    --hash=sha256:493c5c5e44b06d6c9268ce21b302c9ca055c1fd3484c25ba41d34476c76ee746 \
+    --hash=sha256:505fe3d03856ac7d215dbe005414bc28505d26f0c128906037e66d98c4e95868 \
+    --hash=sha256:5845fdf5e5d5b78a49b826fcdc0eb2e2aa7191980e3d2cfd2a30303a74f212e2 \
+    --hash=sha256:5c330eace3dd100bdb54b5653b966de7f51c26ec4a7d4e87132d9b4f738220ba \
+    --hash=sha256:5dbf059fb4b7c240c873c1245ee112505be27497e90f7c6591261c7d3c3a8228 \
+    --hash=sha256:5e390971d082dba073c05dbd56322427d3280b7cc8b53484c9377adfbae67dc2 \
+    --hash=sha256:5fbb160554e319f7b22ecf530a80a3ff496d38e8e07ae763b9e82fadfe96f273 \
+    --hash=sha256:64d0fcd436c5683fdd7c907eeae5e2cbb5eb872fafbc03a43609d7941840995c \
+    --hash=sha256:69284049d07fce531c17404fcba2bb1df472bc2dcdac642ae71a2d079d950653 \
+    --hash=sha256:6a0e76621f6e1f908ae52860bdcb58e1ca85231a9b0545e64509c931dd34275a \
+    --hash=sha256:73ee792784d48aa338bba28063e19a27e8d989344f34aad14ea6e1b9bd83f596 \
+    --hash=sha256:74398a4cf19de42e1498368c36eed45d9528f5fd0155241e82c4082b7e16cffd \
+    --hash=sha256:7938111ed1358f536daf311be244f34df7bf3cdedb3ed883787aca97778b28d8 \
+    --hash=sha256:82d92c773fbc6942a7a8b520d22c11cfc8fd83bba86116bfcf962c2f5c2ecdaa \
+    --hash=sha256:83b5c044f3eff2a6534768ccfd50425939e7a8b5cf9a7261c385de1e20dcfc85 \
+    --hash=sha256:8db8e423192303ed77cff4dce3a4b88dbfaf43979d280181558af5e2c3c71afc \
+    --hash=sha256:9517004e21664f2b5a5fd6333b0731b9cf0817403a941b393d89a2f1dc2bd836 \
+    --hash=sha256:95c02b0e27e706e48d0e5426d1710ca78e0f0628d6e89d5b5a5b91a5f12274f3 \
+    --hash=sha256:99881222f4a8c2f641f25703963a5cefb076adffd959e0558dc9f803a52d6a58 \
+    --hash=sha256:9ee32dcb8e531adae1f1ca568822e9b3a738369b3b686d1477cbc643c4a9c128 \
+    --hash=sha256:a22e47578b30a3e199ab067a4d43d790249b3c0587d9a771921f86250c8435db \
+    --hash=sha256:b5505774ea2a73a86ea176e8a9a4a7c8bf5d521050f0f6f8426afe798689243f \
+    --hash=sha256:bd739c9251d01e0279ce729e37b39d49a08c0420d3fee7f2a4968c0576678f77 \
+    --hash=sha256:d16a786905034e7e34098634b184a7d81f91d4c3d246edc6bd7aefb2fd8ea6ad \
+    --hash=sha256:d3420522057ebab1728b21ad473aa950026d07cb09da41103f8e597dfbfaeb13 \
+    --hash=sha256:d56fd9f1f1cdc8227d7b7918f55091349741904d9520c65f0139a9755952c9e8 \
+    --hash=sha256:d661dc4785affa9d0edfdd1e59ec056a58b3dbb9f196fa43587f3ddac654ac7b \
+    --hash=sha256:dfe1f0f0ed5785c187144c46a292b8c34c1295c01da12e10ccddfc16def4448a \
+    --hash=sha256:e1dd7839443592d00e96db831eddb4111a2a81a46b028f0facd60a09ebbdd543 \
+    --hash=sha256:e2872993e209f7ed04d963e4b4fbae72d034844ec66bc4ca403329db2074377b \
+    --hash=sha256:e2f879ab92ce502a1e65fce390eab619774dda6a6ff719718069ac94084098ce \
+    --hash=sha256:e3aa7e51d738e0ec0afbed661261513b38b3014754c9459508399baf14ae0c9d \
+    --hash=sha256:e532dbd6ddfe13946de050d7474e3f5fb6ec774fbb1a188aaf469b08cf04189a \
+    --hash=sha256:e6b7842518a63a9f17107eb176320960ec095a8ee3b4420b5f688e24bf50c53c \
+    --hash=sha256:e75753aeda0ddc4c28dce4c32ba2f6ec30b1b02f6c0b14e547841ba5b24f753f \
+    --hash=sha256:eadb9f826c138e6cf3c49d6f8de88225a3c0ab181a9b4ba792e006e5292d150e \
+    --hash=sha256:ed59dd52075f8fc91da6053b12e8c89e37aa043f8986efd89e61fae69dc1b011 \
+    --hash=sha256:ef254a06bcea461e65ff0373d8a0dd1ed3aa004af48839f002a0c994a6f72d04 \
+    --hash=sha256:f3709997b228685fe53e8c433e2df9f0cdb5f4542bd5114ed17ac3c0129b0480 \
+    --hash=sha256:f51bab98d52739c50c56658cc303f190785f9a2cd97b823357e7aeae54c8f68a \
+    --hash=sha256:f9904e24646570539a8950400602d66d2b2c492b9010ea7e965025cb71d0c86d \
+    --hash=sha256:f9af38a89b6a5c04b7d18c492c8ccf2aee7048aff1ce8437c4683bb5a1df893d
+    # via librosa
+networkx==3.3 \
+    --hash=sha256:0c127d8b2f4865f59ae9cb8aafcd60b5c70f3241ebd66f7defad7c4ab90126c9 \
+    --hash=sha256:28575580c6ebdaf4505b22c6256a2b9de86b316dc63ba9e93abde3d78dfdbcf2
+    # via torch
+numba==0.60.0 \
+    --hash=sha256:01ef4cd7d83abe087d644eaa3d95831b777aa21d441a23703d649e06b8e06b74 \
+    --hash=sha256:0b983bd6ad82fe868493012487f34eae8bf7dd94654951404114f23c3466d34b \
+    --hash=sha256:0ebaa91538e996f708f1ab30ef4d3ddc344b64b5227b67a57aa74f401bb68b9d \
+    --hash=sha256:1527dc578b95c7c4ff248792ec33d097ba6bef9eda466c948b68dfc995c25781 \
+    --hash=sha256:159e618ef213fba758837f9837fb402bbe65326e60ba0633dbe6c7f274d42c1b \
+    --hash=sha256:19407ced081d7e2e4b8d8c36aa57b7452e0283871c296e12d798852bc7d7f198 \
+    --hash=sha256:3031547a015710140e8c87226b4cfe927cac199835e5bf7d4fe5cb64e814e3ab \
+    --hash=sha256:38d6ea4c1f56417076ecf8fc327c831ae793282e0ff51080c5094cb726507b1c \
+    --hash=sha256:3fb02b344a2a80efa6f677aa5c40cd5dd452e1b35f8d1c2af0dfd9ada9978e4b \
+    --hash=sha256:4142d7ac0210cc86432b818338a2bc368dc773a2f5cf1e32ff7c5b378bd63ee8 \
+    --hash=sha256:5d761de835cd38fb400d2c26bb103a2726f548dc30368853121d66201672e651 \
+    --hash=sha256:5df6158e5584eece5fc83294b949fd30b9f1125df7708862205217e068aabf16 \
+    --hash=sha256:5f4fde652ea604ea3c86508a3fb31556a6157b2c76c8b51b1d45eb40c8598703 \
+    --hash=sha256:62908d29fb6a3229c242e981ca27e32a6e606cc253fc9e8faeb0e48760de241e \
+    --hash=sha256:819a3dfd4630d95fd574036f99e47212a1af41cbcb019bf8afac63ff56834449 \
+    --hash=sha256:a17b70fc9e380ee29c42717e8cc0bfaa5556c416d94f9aa96ba13acb41bdece8 \
+    --hash=sha256:c151748cd269ddeab66334bd754817ffc0cabd9433acb0f551697e5151917d25 \
+    --hash=sha256:cac02c041e9b5bc8cf8f2034ff6f0dbafccd1ae9590dc146b3a02a45e53af4e2 \
+    --hash=sha256:d7da4098db31182fc5ffe4bc42c6f24cd7d1cb8a14b59fd755bfee32e34b8404 \
+    --hash=sha256:f75262e8fe7fa96db1dca93d53a194a38c46da28b112b8a4aca168f0df860347 \
+    --hash=sha256:fe0b28abb8d70f8160798f4de9d486143200f34458d34c4a214114e445d7124e
+    # via librosa
+numpy==1.23.5 \
+    --hash=sha256:01dd17cbb340bf0fc23981e52e1d18a9d4050792e8fb8363cecbf066a84b827d \
+    --hash=sha256:06005a2ef6014e9956c09ba07654f9837d9e26696a0470e42beedadb78c11b07 \
+    --hash=sha256:09b7847f7e83ca37c6e627682f145856de331049013853f344f37b0c9690e3df \
+    --hash=sha256:0aaee12d8883552fadfc41e96b4c82ee7d794949e2a7c3b3a7201e968c7ecab9 \
+    --hash=sha256:0cbe9848fad08baf71de1a39e12d1b6310f1d5b2d0ea4de051058e6e1076852d \
+    --hash=sha256:1b1766d6f397c18153d40015ddfc79ddb715cabadc04d2d228d4e5a8bc4ded1a \
+    --hash=sha256:33161613d2269025873025b33e879825ec7b1d831317e68f4f2f0f84ed14c719 \
+    --hash=sha256:5039f55555e1eab31124a5768898c9e22c25a65c1e0037f4d7c495a45778c9f2 \
+    --hash=sha256:522e26bbf6377e4d76403826ed689c295b0b238f46c28a7251ab94716da0b280 \
+    --hash=sha256:56e454c7833e94ec9769fa0f86e6ff8e42ee38ce0ce1fa4cbb747ea7e06d56aa \
+    --hash=sha256:58f545efd1108e647604a1b5aa809591ccd2540f468a880bedb97247e72db387 \
+    --hash=sha256:5e05b1c973a9f858c74367553e236f287e749465f773328c8ef31abe18f691e1 \
+    --hash=sha256:7903ba8ab592b82014713c491f6c5d3a1cde5b4a3bf116404e08f5b52f6daf43 \
+    --hash=sha256:8969bfd28e85c81f3f94eb4a66bc2cf1dbdc5c18efc320af34bffc54d6b1e38f \
+    --hash=sha256:92c8c1e89a1f5028a4c6d9e3ccbe311b6ba53694811269b992c0b224269e2398 \
+    --hash=sha256:9c88793f78fca17da0145455f0d7826bcb9f37da4764af27ac945488116efe63 \
+    --hash=sha256:a7ac231a08bb37f852849bbb387a20a57574a97cfc7b6cabb488a4fc8be176de \
+    --hash=sha256:abdde9f795cf292fb9651ed48185503a2ff29be87770c3b8e2a14b0cd7aa16f8 \
+    --hash=sha256:af1da88f6bc3d2338ebbf0e22fe487821ea4d8e89053e25fa59d1d79786e7481 \
+    --hash=sha256:b2a9ab7c279c91974f756c84c365a669a887efa287365a8e2c418f8b3ba73fb0 \
+    --hash=sha256:bf837dc63ba5c06dc8797c398db1e223a466c7ece27a1f7b5232ba3466aafe3d \
+    --hash=sha256:ca51fcfcc5f9354c45f400059e88bc09215fb71a48d3768fb80e357f3b457e1e \
+    --hash=sha256:ce571367b6dfe60af04e04a1834ca2dc5f46004ac1cc756fb95319f64c095a96 \
+    --hash=sha256:d208a0f8729f3fb790ed18a003f3a57895b989b40ea4dce4717e9cf4af62c6bb \
+    --hash=sha256:dbee87b469018961d1ad79b1a5d50c0ae850000b639bcb1b694e9981083243b6 \
+    --hash=sha256:e9f4c4e51567b616be64e05d517c79a8a22f3606499941d97bb76f2ca59f982d \
+    --hash=sha256:f063b69b090c9d918f9df0a12116029e274daf0181df392839661c4c7ec9018a \
+    --hash=sha256:f9a909a8bae284d46bbfdefbdd4a262ba19d3bc9921b1e76126b1d21c3c34135
+    # via
+    #   h5py
+    #   laion-clap
+    #   librosa
+    #   numba
+    #   pandas
+    #   scikit-learn
+    #   scipy
+    #   soxr
+    #   torchlibrosa
+    #   torchvision
+    #   transformers
+    #   webdataset
+nvidia-cublas-cu12==12.1.3.1 \
+    --hash=sha256:2b964d60e8cf11b5e1073d179d85fa340c120e99b3067558f3cf98dd69d02906 \
+    --hash=sha256:ee53ccca76a6fc08fb9701aa95b6ceb242cdaab118c3bb152af4e579af792728
+    # via
+    #   nvidia-cudnn-cu12
+    #   nvidia-cusolver-cu12
+    #   torch
+nvidia-cuda-cupti-cu12==12.1.105 \
+    --hash=sha256:bea8236d13a0ac7190bd2919c3e8e6ce1e402104276e6f9694479e48bb0eb2a4 \
+    --hash=sha256:e54fde3983165c624cb79254ae9818a456eb6e87a7fd4d56a2352c24ee542d7e
+    # via torch
+nvidia-cuda-nvrtc-cu12==12.1.105 \
+    --hash=sha256:0a98a522d9ff138b96c010a65e145dc1b4850e9ecb75a0172371793752fd46ed \
+    --hash=sha256:339b385f50c309763ca65456ec75e17bbefcbbf2893f462cb8b90584cd27a1c2
+    # via torch
+nvidia-cuda-runtime-cu12==12.1.105 \
+    --hash=sha256:6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40 \
+    --hash=sha256:dfb46ef84d73fababab44cf03e3b83f80700d27ca300e537f85f636fac474344
+    # via torch
+nvidia-cudnn-cu12==9.1.0.70 \
+    --hash=sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f \
+    --hash=sha256:6278562929433d68365a07a4a1546c237ba2849852c0d4b2262a486e805b977a
+    # via torch
+nvidia-cufft-cu12==11.0.2.54 \
+    --hash=sha256:794e3948a1aa71fd817c3775866943936774d1c14e7628c74f6f7417224cdf56 \
+    --hash=sha256:d9ac353f78ff89951da4af698f80870b1534ed69993f10a4cf1d96f21357e253
+    # via torch
+nvidia-curand-cu12==10.3.2.106 \
+    --hash=sha256:75b6b0c574c0037839121317e17fd01f8a69fd2ef8e25853d826fec30bdba74a \
+    --hash=sha256:9d264c5036dde4e64f1de8c50ae753237c12e0b1348738169cd0f8a536c0e1e0
+    # via torch
+nvidia-cusolver-cu12==11.4.5.107 \
+    --hash=sha256:74e0c3a24c78612192a74fcd90dd117f1cf21dea4822e66d89e8ea80e3cd2da5 \
+    --hash=sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd
+    # via torch
+nvidia-cusparse-cu12==12.1.0.106 \
+    --hash=sha256:b798237e81b9719373e8fae8d4f091b70a0cf09d9d85c95a557e11df2d8e9a5a \
+    --hash=sha256:f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c
+    # via
+    #   nvidia-cusolver-cu12
+    #   torch
+nvidia-nccl-cu12==2.20.5 \
+    --hash=sha256:057f6bf9685f75215d0c53bf3ac4a10b3e6578351de307abad9e18a99182af56 \
+    --hash=sha256:1fc150d5c3250b170b29410ba682384b14581db722b2531b0d8d33c595f33d01
+    # via torch
+nvidia-nvjitlink-cu12==12.6.20 \
+    --hash=sha256:562ab97ea2c23164823b2a89cb328d01d45cb99634b8c65fe7cd60d14562bd79 \
+    --hash=sha256:84fb38465a5bc7c70cbc320cfd0963eb302ee25a5e939e9f512bbba55b6072fb \
+    --hash=sha256:ed3c43a17f37b0c922a919203d2d36cbef24d41cc3e6b625182f8b58203644f6
+    # via
+    #   nvidia-cusolver-cu12
+    #   nvidia-cusparse-cu12
+nvidia-nvtx-cu12==12.1.105 \
+    --hash=sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82 \
+    --hash=sha256:dc21cf308ca5691e7c04d962e213f8a4aa9bbfa23d95412f452254c2caeb09e5
+    # via torch
+packaging==24.1 \
+    --hash=sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002 \
+    --hash=sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124
+    # via
+    #   huggingface-hub
+    #   lazy-loader
+    #   pooch
+    #   transformers
+pandas==2.2.2 \
+    --hash=sha256:001910ad31abc7bf06f49dcc903755d2f7f3a9186c0c040b827e522e9cef0863 \
+    --hash=sha256:0ca6377b8fca51815f382bd0b697a0814c8bda55115678cbc94c30aacbb6eff2 \
+    --hash=sha256:0cace394b6ea70c01ca1595f839cf193df35d1575986e484ad35c4aeae7266c1 \
+    --hash=sha256:1cb51fe389360f3b5a4d57dbd2848a5f033350336ca3b340d1c53a1fad33bcad \
+    --hash=sha256:2925720037f06e89af896c70bca73459d7e6a4be96f9de79e2d440bd499fe0db \
+    --hash=sha256:3e374f59e440d4ab45ca2fffde54b81ac3834cf5ae2cdfa69c90bc03bde04d76 \
+    --hash=sha256:40ae1dffb3967a52203105a077415a86044a2bea011b5f321c6aa64b379a3f51 \
+    --hash=sha256:43498c0bdb43d55cb162cdc8c06fac328ccb5d2eabe3cadeb3529ae6f0517c32 \
+    --hash=sha256:4abfe0be0d7221be4f12552995e58723c7422c80a659da13ca382697de830c08 \
+    --hash=sha256:58b84b91b0b9f4bafac2a0ac55002280c094dfc6402402332c0913a59654ab2b \
+    --hash=sha256:640cef9aa381b60e296db324337a554aeeb883ead99dc8f6c18e81a93942f5f4 \
+    --hash=sha256:66b479b0bd07204e37583c191535505410daa8df638fd8e75ae1b383851fe921 \
+    --hash=sha256:696039430f7a562b74fa45f540aca068ea85fa34c244d0deee539cb6d70aa288 \
+    --hash=sha256:6d2123dc9ad6a814bcdea0f099885276b31b24f7edf40f6cdbc0912672e22eee \
+    --hash=sha256:8635c16bf3d99040fdf3ca3db669a7250ddf49c55dc4aa8fe0ae0fa8d6dcc1f0 \
+    --hash=sha256:873d13d177501a28b2756375d59816c365e42ed8417b41665f346289adc68d24 \
+    --hash=sha256:8e5a0b00e1e56a842f922e7fae8ae4077aee4af0acb5ae3622bd4b4c30aedf99 \
+    --hash=sha256:8e90497254aacacbc4ea6ae5e7a8cd75629d6ad2b30025a4a8b09aa4faf55151 \
+    --hash=sha256:9057e6aa78a584bc93a13f0a9bf7e753a5e9770a30b4d758b8d5f2a62a9433cd \
+    --hash=sha256:90c6fca2acf139569e74e8781709dccb6fe25940488755716d1d354d6bc58bce \
+    --hash=sha256:92fd6b027924a7e178ac202cfbe25e53368db90d56872d20ffae94b96c7acc57 \
+    --hash=sha256:9dfde2a0ddef507a631dc9dc4af6a9489d5e2e740e226ad426a05cabfbd7c8ef \
+    --hash=sha256:9e79019aba43cb4fda9e4d983f8e88ca0373adbb697ae9c6c43093218de28b54 \
+    --hash=sha256:a77e9d1c386196879aa5eb712e77461aaee433e54c68cf253053a73b7e49c33a \
+    --hash=sha256:c7adfc142dac335d8c1e0dcbd37eb8617eac386596eb9e1a1b77791cf2498238 \
+    --hash=sha256:d187d355ecec3629624fccb01d104da7d7f391db0311145817525281e2804d23 \
+    --hash=sha256:ddf818e4e6c7c6f4f7c8a12709696d193976b591cc7dc50588d3d1a6b5dc8772 \
+    --hash=sha256:e9b79011ff7a0f4b1d6da6a61aa1aa604fb312d6647de5bad20013682d1429ce \
+    --hash=sha256:eee3a87076c0756de40b05c5e9a6069c035ba43e8dd71c379e68cab2c20f16ad
+    # via laion-clap
+pillow==10.4.0 \
+    --hash=sha256:02a2be69f9c9b8c1e97cf2713e789d4e398c751ecfd9967c18d0ce304efbf885 \
+    --hash=sha256:030abdbe43ee02e0de642aee345efa443740aa4d828bfe8e2eb11922ea6a21ea \
+    --hash=sha256:06b2f7898047ae93fad74467ec3d28fe84f7831370e3c258afa533f81ef7f3df \
+    --hash=sha256:0755ffd4a0c6f267cccbae2e9903d95477ca2f77c4fcf3a3a09570001856c8a5 \
+    --hash=sha256:0a9ec697746f268507404647e531e92889890a087e03681a3606d9b920fbee3c \
+    --hash=sha256:0ae24a547e8b711ccaaf99c9ae3cd975470e1a30caa80a6aaee9a2f19c05701d \
+    --hash=sha256:134ace6dc392116566980ee7436477d844520a26a4b1bd4053f6f47d096997fd \
+    --hash=sha256:166c1cd4d24309b30d61f79f4a9114b7b2313d7450912277855ff5dfd7cd4a06 \
+    --hash=sha256:1b5dea9831a90e9d0721ec417a80d4cbd7022093ac38a568db2dd78363b00908 \
+    --hash=sha256:1d846aea995ad352d4bdcc847535bd56e0fd88d36829d2c90be880ef1ee4668a \
+    --hash=sha256:1ef61f5dd14c300786318482456481463b9d6b91ebe5ef12f405afbba77ed0be \
+    --hash=sha256:297e388da6e248c98bc4a02e018966af0c5f92dfacf5a5ca22fa01cb3179bca0 \
+    --hash=sha256:298478fe4f77a4408895605f3482b6cc6222c018b2ce565c2b6b9c354ac3229b \
+    --hash=sha256:29dbdc4207642ea6aad70fbde1a9338753d33fb23ed6956e706936706f52dd80 \
+    --hash=sha256:2db98790afc70118bd0255c2eeb465e9767ecf1f3c25f9a1abb8ffc8cfd1fe0a \
+    --hash=sha256:32cda9e3d601a52baccb2856b8ea1fc213c90b340c542dcef77140dfa3278a9e \
+    --hash=sha256:37fb69d905be665f68f28a8bba3c6d3223c8efe1edf14cc4cfa06c241f8c81d9 \
+    --hash=sha256:416d3a5d0e8cfe4f27f574362435bc9bae57f679a7158e0096ad2beb427b8696 \
+    --hash=sha256:43efea75eb06b95d1631cb784aa40156177bf9dd5b4b03ff38979e048258bc6b \
+    --hash=sha256:4b35b21b819ac1dbd1233317adeecd63495f6babf21b7b2512d244ff6c6ce309 \
+    --hash=sha256:4d9667937cfa347525b319ae34375c37b9ee6b525440f3ef48542fcf66f2731e \
+    --hash=sha256:5161eef006d335e46895297f642341111945e2c1c899eb406882a6c61a4357ab \
+    --hash=sha256:543f3dc61c18dafb755773efc89aae60d06b6596a63914107f75459cf984164d \
+    --hash=sha256:551d3fd6e9dc15e4c1eb6fc4ba2b39c0c7933fa113b220057a34f4bb3268a060 \
+    --hash=sha256:59291fb29317122398786c2d44427bbd1a6d7ff54017075b22be9d21aa59bd8d \
+    --hash=sha256:5b001114dd152cfd6b23befeb28d7aee43553e2402c9f159807bf55f33af8a8d \
+    --hash=sha256:5b4815f2e65b30f5fbae9dfffa8636d992d49705723fe86a3661806e069352d4 \
+    --hash=sha256:5dc6761a6efc781e6a1544206f22c80c3af4c8cf461206d46a1e6006e4429ff3 \
+    --hash=sha256:5e84b6cc6a4a3d76c153a6b19270b3526a5a8ed6b09501d3af891daa2a9de7d6 \
+    --hash=sha256:6209bb41dc692ddfee4942517c19ee81b86c864b626dbfca272ec0f7cff5d9fb \
+    --hash=sha256:673655af3eadf4df6b5457033f086e90299fdd7a47983a13827acf7459c15d94 \
+    --hash=sha256:6c762a5b0997f5659a5ef2266abc1d8851ad7749ad9a6a5506eb23d314e4f46b \
+    --hash=sha256:7086cc1d5eebb91ad24ded9f58bec6c688e9f0ed7eb3dbbf1e4800280a896496 \
+    --hash=sha256:73664fe514b34c8f02452ffb73b7a92c6774e39a647087f83d67f010eb9a0cf0 \
+    --hash=sha256:76a911dfe51a36041f2e756b00f96ed84677cdeb75d25c767f296c1c1eda1319 \
+    --hash=sha256:780c072c2e11c9b2c7ca37f9a2ee8ba66f44367ac3e5c7832afcfe5104fd6d1b \
+    --hash=sha256:7928ecbf1ece13956b95d9cbcfc77137652b02763ba384d9ab508099a2eca856 \
+    --hash=sha256:7970285ab628a3779aecc35823296a7869f889b8329c16ad5a71e4901a3dc4ef \
+    --hash=sha256:7a8d4bade9952ea9a77d0c3e49cbd8b2890a399422258a77f357b9cc9be8d680 \
+    --hash=sha256:7c1ee6f42250df403c5f103cbd2768a28fe1a0ea1f0f03fe151c8741e1469c8b \
+    --hash=sha256:7dfecdbad5c301d7b5bde160150b4db4c659cee2b69589705b6f8a0c509d9f42 \
+    --hash=sha256:812f7342b0eee081eaec84d91423d1b4650bb9828eb53d8511bcef8ce5aecf1e \
+    --hash=sha256:866b6942a92f56300012f5fbac71f2d610312ee65e22f1aa2609e491284e5597 \
+    --hash=sha256:86dcb5a1eb778d8b25659d5e4341269e8590ad6b4e8b44d9f4b07f8d136c414a \
+    --hash=sha256:87dd88ded2e6d74d31e1e0a99a726a6765cda32d00ba72dc37f0651f306daaa8 \
+    --hash=sha256:8bc1a764ed8c957a2e9cacf97c8b2b053b70307cf2996aafd70e91a082e70df3 \
+    --hash=sha256:8d4d5063501b6dd4024b8ac2f04962d661222d120381272deea52e3fc52d3736 \
+    --hash=sha256:8f0aef4ef59694b12cadee839e2ba6afeab89c0f39a3adc02ed51d109117b8da \
+    --hash=sha256:930044bb7679ab003b14023138b50181899da3f25de50e9dbee23b61b4de2126 \
+    --hash=sha256:950be4d8ba92aca4b2bb0741285a46bfae3ca699ef913ec8416c1b78eadd64cd \
+    --hash=sha256:961a7293b2457b405967af9c77dcaa43cc1a8cd50d23c532e62d48ab6cdd56f5 \
+    --hash=sha256:9b885f89040bb8c4a1573566bbb2f44f5c505ef6e74cec7ab9068c900047f04b \
+    --hash=sha256:9f4727572e2918acaa9077c919cbbeb73bd2b3ebcfe033b72f858fc9fbef0026 \
+    --hash=sha256:a02364621fe369e06200d4a16558e056fe2805d3468350df3aef21e00d26214b \
+    --hash=sha256:a985e028fc183bf12a77a8bbf36318db4238a3ded7fa9df1b9a133f1cb79f8fc \
+    --hash=sha256:ac1452d2fbe4978c2eec89fb5a23b8387aba707ac72810d9490118817d9c0b46 \
+    --hash=sha256:b15e02e9bb4c21e39876698abf233c8c579127986f8207200bc8a8f6bb27acf2 \
+    --hash=sha256:b2724fdb354a868ddf9a880cb84d102da914e99119211ef7ecbdc613b8c96b3c \
+    --hash=sha256:bbc527b519bd3aa9d7f429d152fea69f9ad37c95f0b02aebddff592688998abe \
+    --hash=sha256:bcd5e41a859bf2e84fdc42f4edb7d9aba0a13d29a2abadccafad99de3feff984 \
+    --hash=sha256:bd2880a07482090a3bcb01f4265f1936a903d70bc740bfcb1fd4e8a2ffe5cf5a \
+    --hash=sha256:bee197b30783295d2eb680b311af15a20a8b24024a19c3a26431ff83eb8d1f70 \
+    --hash=sha256:bf2342ac639c4cf38799a44950bbc2dfcb685f052b9e262f446482afaf4bffca \
+    --hash=sha256:c76e5786951e72ed3686e122d14c5d7012f16c8303a674d18cdcd6d89557fc5b \
+    --hash=sha256:cbed61494057c0f83b83eb3a310f0bf774b09513307c434d4366ed64f4128a91 \
+    --hash=sha256:cfdd747216947628af7b259d274771d84db2268ca062dd5faf373639d00113a3 \
+    --hash=sha256:d7480af14364494365e89d6fddc510a13e5a2c3584cb19ef65415ca57252fb84 \
+    --hash=sha256:dbc6ae66518ab3c5847659e9988c3b60dc94ffb48ef9168656e0019a93dbf8a1 \
+    --hash=sha256:dc3e2db6ba09ffd7d02ae9141cfa0ae23393ee7687248d46a7507b75d610f4f5 \
+    --hash=sha256:dfe91cb65544a1321e631e696759491ae04a2ea11d36715eca01ce07284738be \
+    --hash=sha256:e4d49b85c4348ea0b31ea63bc75a9f3857869174e2bf17e7aba02945cd218e6f \
+    --hash=sha256:e4db64794ccdf6cb83a59d73405f63adbe2a1887012e308828596100a0b2f6cc \
+    --hash=sha256:e553cad5179a66ba15bb18b353a19020e73a7921296a7979c4a2b7f6a5cd57f9 \
+    --hash=sha256:e88d5e6ad0d026fba7bdab8c3f225a69f063f116462c49892b0149e21b6c0a0e \
+    --hash=sha256:ecd85a8d3e79cd7158dec1c9e5808e821feea088e2f69a974db5edf84dc53141 \
+    --hash=sha256:f5b92f4d70791b4a67157321c4e8225d60b119c5cc9aee8ecf153aace4aad4ef \
+    --hash=sha256:f5f0c3e969c8f12dd2bb7e0b15d5c468b51e5017e01e2e867335c81903046a22 \
+    --hash=sha256:f7baece4ce06bade126fb84b8af1c33439a76d8a6fd818970215e0560ca28c27 \
+    --hash=sha256:ff25afb18123cea58a591ea0244b92eb1e61a1fd497bf6d6384f09bc3262ec3e \
+    --hash=sha256:ff337c552345e95702c5fde3158acb0625111017d0e5f24bf3acdb9cc16b90d1
+    # via torchvision
+platformdirs==4.2.2 \
+    --hash=sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee \
+    --hash=sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3
+    # via
+    #   pooch
+    #   wandb
+pooch==1.8.2 \
+    --hash=sha256:3529a57096f7198778a5ceefd5ac3ef0e4d06a6ddaf9fc2d609b806f25302c47 \
+    --hash=sha256:76561f0de68a01da4df6af38e9955c4c9d1a5c90da73f7e40276a5728ec83d10
+    # via librosa
+progressbar==2.5 \
+    --hash=sha256:5d81cb529da2e223b53962afd6c8ca0f05c6670e40309a7219eacc36af9b6c63
+    # via laion-clap
+protobuf==5.27.3 \
+    --hash=sha256:043853dcb55cc262bf2e116215ad43fa0859caab79bb0b2d31b708f128ece035 \
+    --hash=sha256:16ddf3f8c6c41e1e803da7abea17b1793a97ef079a912e42351eabb19b2cffe7 \
+    --hash=sha256:68248c60d53f6168f565a8c76dc58ba4fa2ade31c2d1ebdae6d80f969cdc2d4f \
+    --hash=sha256:82460903e640f2b7e34ee81a947fdaad89de796d324bcbc38ff5430bcdead82c \
+    --hash=sha256:8572c6533e544ebf6899c360e91d6bcbbee2549251643d32c52cf8a5de295ba5 \
+    --hash=sha256:a55c48f2a2092d8e213bd143474df33a6ae751b781dd1d1f4d953c128a415b25 \
+    --hash=sha256:af7c0b7cfbbb649ad26132e53faa348580f844d9ca46fd3ec7ca48a1ea5db8a1 \
+    --hash=sha256:b8a994fb3d1c11156e7d1e427186662b64694a62b55936b2b9348f0a7c6625ce \
+    --hash=sha256:c2a105c24f08b1e53d6c7ffe69cb09d0031512f0b72f812dd4005b8112dbe91e \
+    --hash=sha256:c84eee2c71ed83704f1afbf1a85c3171eab0fd1ade3b399b3fad0884cbcca8bf \
+    --hash=sha256:dcb307cd4ef8fec0cf52cb9105a03d06fbb5275ce6d84a6ae33bc6cf84e0a07b
+    # via wandb
+psutil==6.0.0 \
+    --hash=sha256:02b69001f44cc73c1c5279d02b30a817e339ceb258ad75997325e0e6169d8b35 \
+    --hash=sha256:1287c2b95f1c0a364d23bc6f2ea2365a8d4d9b726a3be7294296ff7ba97c17f0 \
+    --hash=sha256:1e7c870afcb7d91fdea2b37c24aeb08f98b6d67257a5cb0a8bc3ac68d0f1a68c \
+    --hash=sha256:21f1fb635deccd510f69f485b87433460a603919b45e2a324ad65b0cc74f8fb1 \
+    --hash=sha256:33ea5e1c975250a720b3a6609c490db40dae5d83a4eb315170c4fe0d8b1f34b3 \
+    --hash=sha256:34859b8d8f423b86e4385ff3665d3f4d94be3cdf48221fbe476e883514fdb71c \
+    --hash=sha256:5fd9a97c8e94059b0ef54a7d4baf13b405011176c3b6ff257c247cae0d560ecd \
+    --hash=sha256:6ec7588fb3ddaec7344a825afe298db83fe01bfaaab39155fa84cf1c0d6b13c3 \
+    --hash=sha256:6ed2440ada7ef7d0d608f20ad89a04ec47d2d3ab7190896cd62ca5fc4fe08bf0 \
+    --hash=sha256:8faae4f310b6d969fa26ca0545338b21f73c6b15db7c4a8d934a5482faa818f2 \
+    --hash=sha256:a021da3e881cd935e64a3d0a20983bda0bb4cf80e4f74fa9bfcb1bc5785360c6 \
+    --hash=sha256:a495580d6bae27291324fe60cea0b5a7c23fa36a7cd35035a16d93bdcf076b9d \
+    --hash=sha256:a9a3dbfb4de4f18174528d87cc352d1f788b7496991cca33c6996f40c9e3c92c \
+    --hash=sha256:c588a7e9b1173b6e866756dde596fd4cad94f9399daf99ad8c3258b3cb2b47a0 \
+    --hash=sha256:e2e8d0054fc88153ca0544f5c4d554d42e33df2e009c4ff42284ac9ebdef4132 \
+    --hash=sha256:fc8c9510cde0146432bbdb433322861ee8c3efbf8589865c8bf8d21cb30c4d14 \
+    --hash=sha256:ffe7fc9b6b36beadc8c322f84e1caff51e8703b88eee1da46d1e3a6ae11b4fd0
+    # via wandb
+pycparser==2.22 \
+    --hash=sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6 \
+    --hash=sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc
+    # via cffi
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via pandas
+pytz==2024.1 \
+    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
+    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+    # via pandas
+pyyaml==6.0.2 \
+    --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
+    --hash=sha256:0833f8694549e586547b576dcfaba4a6b55b9e96098b36cdc7ebefe667dfed48 \
+    --hash=sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086 \
+    --hash=sha256:0b69e4ce7a131fe56b7e4d770c67429700908fc0752af059838b1cfb41960e4e \
+    --hash=sha256:0ffe8360bab4910ef1b9e87fb812d8bc0a308b0d0eef8c8f44e0254ab3b07133 \
+    --hash=sha256:11d8f3dd2b9c1207dcaf2ee0bbbfd5991f571186ec9cc78427ba5bd32afae4b5 \
+    --hash=sha256:17e311b6c678207928d649faa7cb0d7b4c26a0ba73d41e99c4fff6b6c3276484 \
+    --hash=sha256:1e2120ef853f59c7419231f3bf4e7021f1b936f6ebd222406c3b60212205d2ee \
+    --hash=sha256:1f71ea527786de97d1a0cc0eacd1defc0985dcf6b3f17bb77dcfc8c34bec4dc5 \
+    --hash=sha256:23502f431948090f597378482b4812b0caae32c22213aecf3b55325e049a6c68 \
+    --hash=sha256:24471b829b3bf607e04e88d79542a9d48bb037c2267d7927a874e6c205ca7e9a \
+    --hash=sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf \
+    --hash=sha256:2e99c6826ffa974fe6e27cdb5ed0021786b03fc98e5ee3c5bfe1fd5015f42b99 \
+    --hash=sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8 \
+    --hash=sha256:3ad2a3decf9aaba3d29c8f537ac4b243e36bef957511b4766cb0057d32b0be85 \
+    --hash=sha256:3b1fdb9dc17f5a7677423d508ab4f243a726dea51fa5e70992e59a7411c89d19 \
+    --hash=sha256:41e4e3953a79407c794916fa277a82531dd93aad34e29c2a514c2c0c5fe971cc \
+    --hash=sha256:43fa96a3ca0d6b1812e01ced1044a003533c47f6ee8aca31724f78e93ccc089a \
+    --hash=sha256:50187695423ffe49e2deacb8cd10510bc361faac997de9efef88badc3bb9e2d1 \
+    --hash=sha256:5ac9328ec4831237bec75defaf839f7d4564be1e6b25ac710bd1a96321cc8317 \
+    --hash=sha256:5d225db5a45f21e78dd9358e58a98702a0302f2659a3c6cd320564b75b86f47c \
+    --hash=sha256:6395c297d42274772abc367baaa79683958044e5d3835486c16da75d2a694631 \
+    --hash=sha256:688ba32a1cffef67fd2e9398a2efebaea461578b0923624778664cc1c914db5d \
+    --hash=sha256:68ccc6023a3400877818152ad9a1033e3db8625d899c72eacb5a668902e4d652 \
+    --hash=sha256:70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5 \
+    --hash=sha256:797b4f722ffa07cc8d62053e4cff1486fa6dc094105d13fea7b1de7d8bf71c9e \
+    --hash=sha256:7c36280e6fb8385e520936c3cb3b8042851904eba0e58d277dca80a5cfed590b \
+    --hash=sha256:7e7401d0de89a9a855c839bc697c079a4af81cf878373abd7dc625847d25cbd8 \
+    --hash=sha256:80bab7bfc629882493af4aa31a4cfa43a4c57c83813253626916b8c7ada83476 \
+    --hash=sha256:82d09873e40955485746739bcb8b4586983670466c23382c19cffecbf1fd8706 \
+    --hash=sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563 \
+    --hash=sha256:8824b5a04a04a047e72eea5cec3bc266db09e35de6bdfe34c9436ac5ee27d237 \
+    --hash=sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b \
+    --hash=sha256:9056c1ecd25795207ad294bcf39f2db3d845767be0ea6e6a34d856f006006083 \
+    --hash=sha256:936d68689298c36b53b29f23c6dbb74de12b4ac12ca6cfe0e047bedceea56180 \
+    --hash=sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425 \
+    --hash=sha256:a4d3091415f010369ae4ed1fc6b79def9416358877534caf6a0fdd2146c87a3e \
+    --hash=sha256:a8786accb172bd8afb8be14490a16625cbc387036876ab6ba70912730faf8e1f \
+    --hash=sha256:a9f8c2e67970f13b16084e04f134610fd1d374bf477b17ec1599185cf611d725 \
+    --hash=sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183 \
+    --hash=sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab \
+    --hash=sha256:cc1c1159b3d456576af7a3e4d1ba7e6924cb39de8f67111c735f6fc832082774 \
+    --hash=sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725 \
+    --hash=sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e \
+    --hash=sha256:d7fded462629cfa4b685c5416b949ebad6cec74af5e2d42905d41e257e0869f5 \
+    --hash=sha256:d84a1718ee396f54f3a086ea0a66d8e552b2ab2017ef8b420e92edbc841c352d \
+    --hash=sha256:d8e03406cac8513435335dbab54c0d385e4a49e4945d2909a581c83647ca0290 \
+    --hash=sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44 \
+    --hash=sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed \
+    --hash=sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4 \
+    --hash=sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba \
+    --hash=sha256:f753120cb8181e736c57ef7636e83f31b9c0d1722c516f7e86cf15b7aa57ff12 \
+    --hash=sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4
+    # via
+    #   huggingface-hub
+    #   transformers
+    #   wandb
+    #   webdataset
+regex==2024.7.24 \
+    --hash=sha256:01b689e887f612610c869421241e075c02f2e3d1ae93a037cb14f88ab6a8934c \
+    --hash=sha256:04ce29e2c5fedf296b1a1b0acc1724ba93a36fb14031f3abfb7abda2806c1535 \
+    --hash=sha256:0ffe3f9d430cd37d8fa5632ff6fb36d5b24818c5c986893063b4e5bdb84cdf24 \
+    --hash=sha256:18300a1d78cf1290fa583cd8b7cde26ecb73e9f5916690cf9d42de569c89b1ce \
+    --hash=sha256:185e029368d6f89f36e526764cf12bf8d6f0e3a2a7737da625a76f594bdfcbfc \
+    --hash=sha256:19c65b00d42804e3fbea9708f0937d157e53429a39b7c61253ff15670ff62cb5 \
+    --hash=sha256:228b0d3f567fafa0633aee87f08b9276c7062da9616931382993c03808bb68ce \
+    --hash=sha256:23acc72f0f4e1a9e6e9843d6328177ae3074b4182167e34119ec7233dfeccf53 \
+    --hash=sha256:25419b70ba00a16abc90ee5fce061228206173231f004437730b67ac77323f0d \
+    --hash=sha256:2dfbb8baf8ba2c2b9aa2807f44ed272f0913eeeba002478c4577b8d29cde215c \
+    --hash=sha256:2f1baff13cc2521bea83ab2528e7a80cbe0ebb2c6f0bfad15be7da3aed443908 \
+    --hash=sha256:33e2614a7ce627f0cdf2ad104797d1f68342d967de3695678c0cb84f530709f8 \
+    --hash=sha256:3426de3b91d1bc73249042742f45c2148803c111d1175b283270177fdf669024 \
+    --hash=sha256:382281306e3adaaa7b8b9ebbb3ffb43358a7bbf585fa93821300a418bb975281 \
+    --hash=sha256:3d974d24edb231446f708c455fd08f94c41c1ff4f04bcf06e5f36df5ef50b95a \
+    --hash=sha256:3f3b6ca8eae6d6c75a6cff525c8530c60e909a71a15e1b731723233331de4169 \
+    --hash=sha256:3fac296f99283ac232d8125be932c5cd7644084a30748fda013028c815ba3364 \
+    --hash=sha256:416c0e4f56308f34cdb18c3f59849479dde5b19febdcd6e6fa4d04b6c31c9faa \
+    --hash=sha256:438d9f0f4bc64e8dea78274caa5af971ceff0f8771e1a2333620969936ba10be \
+    --hash=sha256:43affe33137fcd679bdae93fb25924979517e011f9dea99163f80b82eadc7e53 \
+    --hash=sha256:44fc61b99035fd9b3b9453f1713234e5a7c92a04f3577252b45feefe1b327759 \
+    --hash=sha256:45104baae8b9f67569f0f1dca5e1f1ed77a54ae1cd8b0b07aba89272710db61e \
+    --hash=sha256:4fdd1384619f406ad9037fe6b6eaa3de2749e2e12084abc80169e8e075377d3b \
+    --hash=sha256:538d30cd96ed7d1416d3956f94d54e426a8daf7c14527f6e0d6d425fcb4cca52 \
+    --hash=sha256:558a57cfc32adcf19d3f791f62b5ff564922942e389e3cfdb538a23d65a6b610 \
+    --hash=sha256:5eefee9bfe23f6df09ffb6dfb23809f4d74a78acef004aa904dc7c88b9944b05 \
+    --hash=sha256:64bd50cf16bcc54b274e20235bf8edbb64184a30e1e53873ff8d444e7ac656b2 \
+    --hash=sha256:65fd3d2e228cae024c411c5ccdffae4c315271eee4a8b839291f84f796b34eca \
+    --hash=sha256:66b4c0731a5c81921e938dcf1a88e978264e26e6ac4ec96a4d21ae0354581ae0 \
+    --hash=sha256:68a8f8c046c6466ac61a36b65bb2395c74451df2ffb8458492ef49900efed293 \
+    --hash=sha256:6a1141a1dcc32904c47f6846b040275c6e5de0bf73f17d7a409035d55b76f289 \
+    --hash=sha256:6b9fc7e9cc983e75e2518496ba1afc524227c163e43d706688a6bb9eca41617e \
+    --hash=sha256:6f51f9556785e5a203713f5efd9c085b4a45aecd2a42573e2b5041881b588d1f \
+    --hash=sha256:7214477bf9bd195894cf24005b1e7b496f46833337b5dedb7b2a6e33f66d962c \
+    --hash=sha256:731fcd76bbdbf225e2eb85b7c38da9633ad3073822f5ab32379381e8c3c12e94 \
+    --hash=sha256:74007a5b25b7a678459f06559504f1eec2f0f17bca218c9d56f6a0a12bfffdad \
+    --hash=sha256:7a5486ca56c8869070a966321d5ab416ff0f83f30e0e2da1ab48815c8d165d46 \
+    --hash=sha256:7c479f5ae937ec9985ecaf42e2e10631551d909f203e31308c12d703922742f9 \
+    --hash=sha256:7df9ea48641da022c2a3c9c641650cd09f0cd15e8908bf931ad538f5ca7919c9 \
+    --hash=sha256:7e37e809b9303ec3a179085415cb5f418ecf65ec98cdfe34f6a078b46ef823ee \
+    --hash=sha256:80c811cfcb5c331237d9bad3bea2c391114588cf4131707e84d9493064d267f9 \
+    --hash=sha256:836d3cc225b3e8a943d0b02633fb2f28a66e281290302a79df0e1eaa984ff7c1 \
+    --hash=sha256:84c312cdf839e8b579f504afcd7b65f35d60b6285d892b19adea16355e8343c9 \
+    --hash=sha256:86b17ba823ea76256b1885652e3a141a99a5c4422f4a869189db328321b73799 \
+    --hash=sha256:871e3ab2838fbcb4e0865a6e01233975df3a15e6fce93b6f99d75cacbd9862d1 \
+    --hash=sha256:88ecc3afd7e776967fa16c80f974cb79399ee8dc6c96423321d6f7d4b881c92b \
+    --hash=sha256:8bc593dcce679206b60a538c302d03c29b18e3d862609317cb560e18b66d10cf \
+    --hash=sha256:8fd5afd101dcf86a270d254364e0e8dddedebe6bd1ab9d5f732f274fa00499a5 \
+    --hash=sha256:945352286a541406f99b2655c973852da7911b3f4264e010218bbc1cc73168f2 \
+    --hash=sha256:973335b1624859cb0e52f96062a28aa18f3a5fc77a96e4a3d6d76e29811a0e6e \
+    --hash=sha256:994448ee01864501912abf2bad9203bffc34158e80fe8bfb5b031f4f8e16da51 \
+    --hash=sha256:9cfd009eed1a46b27c14039ad5bbc5e71b6367c5b2e6d5f5da0ea91600817506 \
+    --hash=sha256:a2ec4419a3fe6cf8a4795752596dfe0adb4aea40d3683a132bae9c30b81e8d73 \
+    --hash=sha256:a4997716674d36a82eab3e86f8fa77080a5d8d96a389a61ea1d0e3a94a582cf7 \
+    --hash=sha256:a512eed9dfd4117110b1881ba9a59b31433caed0c4101b361f768e7bcbaf93c5 \
+    --hash=sha256:a82465ebbc9b1c5c50738536fdfa7cab639a261a99b469c9d4c7dcbb2b3f1e57 \
+    --hash=sha256:ae2757ace61bc4061b69af19e4689fa4416e1a04840f33b441034202b5cd02d4 \
+    --hash=sha256:b16582783f44fbca6fcf46f61347340c787d7530d88b4d590a397a47583f31dd \
+    --hash=sha256:ba2537ef2163db9e6ccdbeb6f6424282ae4dea43177402152c67ef869cf3978b \
+    --hash=sha256:bf7a89eef64b5455835f5ed30254ec19bf41f7541cd94f266ab7cbd463f00c41 \
+    --hash=sha256:c0abb5e4e8ce71a61d9446040c1e86d4e6d23f9097275c5bd49ed978755ff0fe \
+    --hash=sha256:c414cbda77dbf13c3bc88b073a1a9f375c7b0cb5e115e15d4b73ec3a2fbc6f59 \
+    --hash=sha256:c51edc3541e11fbe83f0c4d9412ef6c79f664a3745fab261457e84465ec9d5a8 \
+    --hash=sha256:c5e69fd3eb0b409432b537fe3c6f44ac089c458ab6b78dcec14478422879ec5f \
+    --hash=sha256:c918b7a1e26b4ab40409820ddccc5d49871a82329640f5005f73572d5eaa9b5e \
+    --hash=sha256:c9bb87fdf2ab2370f21e4d5636e5317775e5d51ff32ebff2cf389f71b9b13750 \
+    --hash=sha256:ca5b2028c2f7af4e13fb9fc29b28d0ce767c38c7facdf64f6c2cd040413055f1 \
+    --hash=sha256:d0a07763776188b4db4c9c7fb1b8c494049f84659bb387b71c73bbc07f189e96 \
+    --hash=sha256:d33a0021893ede5969876052796165bab6006559ab845fd7b515a30abdd990dc \
+    --hash=sha256:d55588cba7553f0b6ec33130bc3e114b355570b45785cebdc9daed8c637dd440 \
+    --hash=sha256:dac8e84fff5d27420f3c1e879ce9929108e873667ec87e0c8eeb413a5311adfe \
+    --hash=sha256:eaef80eac3b4cfbdd6de53c6e108b4c534c21ae055d1dbea2de6b3b8ff3def38 \
+    --hash=sha256:eb462f0e346fcf41a901a126b50f8781e9a474d3927930f3490f38a6e73b6950 \
+    --hash=sha256:eb563dd3aea54c797adf513eeec819c4213d7dbfc311874eb4fd28d10f2ff0f2 \
+    --hash=sha256:f273674b445bcb6e4409bf8d1be67bc4b58e8b46fd0d560055d515b8830063cd \
+    --hash=sha256:f6442f0f0ff81775eaa5b05af8a0ffa1dda36e9cf6ec1e0d3d245e8564b684ce \
+    --hash=sha256:fb168b5924bef397b5ba13aabd8cf5df7d3d93f10218d7b925e360d436863f66 \
+    --hash=sha256:fbf8c2f00904eaf63ff37718eb13acf8e178cb940520e47b2f05027f5bb34ce3 \
+    --hash=sha256:fe4ebef608553aff8deb845c7f4f1d0740ff76fa672c011cc0bacb2a00fbde86
+    # via
+    #   laion-clap
+    #   transformers
+requests==2.32.3 \
+    --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
+    --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
+    # via
+    #   huggingface-hub
+    #   pooch
+    #   transformers
+    #   wandb
+safetensors==0.4.4 \
+    --hash=sha256:005ef9fc0f47cb9821c40793eb029f712e97278dae84de91cb2b4809b856685d \
+    --hash=sha256:00eea99ae422fbfa0b46065acbc58b46bfafadfcec179d4b4a32d5c45006af6c \
+    --hash=sha256:03f2bb92e61b055ef6cc22883ad1ae898010a95730fa988c60a23800eb742c2c \
+    --hash=sha256:051d5ecd490af7245258000304b812825974d5e56f14a3ff7e1b8b2ba6dc2ed4 \
+    --hash=sha256:063421ef08ca1021feea8b46951251b90ae91f899234dd78297cbe7c1db73b99 \
+    --hash=sha256:0677c109d949cf53756859160b955b2e75b0eefe952189c184d7be30ecf7e858 \
+    --hash=sha256:068d3a33711fc4d93659c825a04480ff5a3854e1d78632cdc8f37fee917e8a60 \
+    --hash=sha256:08332c22e03b651c8eb7bf5fc2de90044f3672f43403b3d9ac7e7e0f4f76495e \
+    --hash=sha256:08d464aa72a9a13826946b4fb9094bb4b16554bbea2e069e20bd903289b6ced9 \
+    --hash=sha256:0e5fe345b2bc7d88587149ac11def1f629d2671c4c34f5df38aed0ba59dc37f8 \
+    --hash=sha256:166c0c52f6488b8538b2a9f3fbc6aad61a7261e170698779b371e81b45f0440d \
+    --hash=sha256:177f2b60a058f92a3cec7a1786c9106c29eca8987ecdfb79ee88126e5f47fa31 \
+    --hash=sha256:181fb5f3dee78dae7fd7ec57d02e58f7936498d587c6b7c1c8049ef448c8d285 \
+    --hash=sha256:1a32c662e7df9226fd850f054a3ead0e4213a96a70b5ce37b2d26ba27004e013 \
+    --hash=sha256:1a8043a33d58bc9b30dfac90f75712134ca34733ec3d8267b1bd682afe7194f5 \
+    --hash=sha256:1c6bf35e9a8998d8339fd9a05ac4ce465a4d2a2956cc0d837b67c4642ed9e947 \
+    --hash=sha256:1d1f34c71371f0e034004a0b583284b45d233dd0b5f64a9125e16b8a01d15067 \
+    --hash=sha256:20d218ec2b6899d29d6895419a58b6e44cc5ff8f0cc29fac8d236a8978ab702e \
+    --hash=sha256:210160816d5a36cf41f48f38473b6f70d7bcb4b0527bedf0889cc0b4c3bb07db \
+    --hash=sha256:218bbb9b883596715fc9997bb42470bf9f21bb832c3b34c2bf744d6fa8f2bbba \
+    --hash=sha256:23654ad162c02a5636f0cd520a0310902c4421aab1d91a0b667722a4937cc445 \
+    --hash=sha256:239ee093b1db877c9f8fe2d71331a97f3b9c7c0d3ab9f09c4851004a11f44b65 \
+    --hash=sha256:26987dac3752688c696c77c3576f951dbbdb8c57f0957a41fb6f933cf84c0b62 \
+    --hash=sha256:275f500b4d26f67b6ec05629a4600645231bd75e4ed42087a7c1801bff04f4b3 \
+    --hash=sha256:2a69c71b1ae98a8021a09a0b43363b0143b0ce74e7c0e83cacba691b62655fb8 \
+    --hash=sha256:2a9e9d1a27e51a0f69e761a3d581c3af46729ec1c988fa1f839e04743026ae35 \
+    --hash=sha256:2ab4c96d922e53670ce25fbb9b63d5ea972e244de4fa1dd97b590d9fd66aacef \
+    --hash=sha256:2adb497ada13097f30e386e88c959c0fda855a5f6f98845710f5bb2c57e14f12 \
+    --hash=sha256:2c37e6b714200824c73ca6eaf007382de76f39466a46e97558b8dc4cf643cfbf \
+    --hash=sha256:2c42e9b277513b81cf507e6121c7b432b3235f980cac04f39f435b7902857f91 \
+    --hash=sha256:2cb4ac1d8f6b65ec84ddfacd275079e89d9df7c92f95675ba96c4f790a64df6e \
+    --hash=sha256:2d065059e75a798bc1933c293b68d04d79b586bb7f8c921e0ca1e82759d0dbb1 \
+    --hash=sha256:2f8c2eb0615e2e64ee27d478c7c13f51e5329d7972d9e15528d3e4cfc4a08f0d \
+    --hash=sha256:30f23e6253c5f43a809dea02dc28a9f5fa747735dc819f10c073fe1b605e97d4 \
+    --hash=sha256:32f0d1f6243e90ee43bc6ee3e8c30ac5b09ca63f5dd35dbc985a1fc5208c451a \
+    --hash=sha256:3467ab511bfe3360967d7dc53b49f272d59309e57a067dd2405b4d35e7dcf9dc \
+    --hash=sha256:3daacc9a4e3f428a84dd56bf31f20b768eb0b204af891ed68e1f06db9edf546f \
+    --hash=sha256:419010156b914a3e5da4e4adf992bee050924d0fe423c4b329e523e2c14c3547 \
+    --hash=sha256:43251d7f29a59120a26f5a0d9583b9e112999e500afabcfdcb91606d3c5c89e3 \
+    --hash=sha256:44d464bdc384874601a177375028012a5f177f1505279f9456fea84bbc575c7f \
+    --hash=sha256:4b3e8aa8226d6560de8c2b9d5ff8555ea482599c670610758afdc97f3e021e9c \
+    --hash=sha256:51bc8429d9376224cd3cf7e8ce4f208b4c930cd10e515b6ac6a72cbc3370f0d9 \
+    --hash=sha256:5512078d00263de6cb04e9d26c9ae17611098f52357fea856213e38dc462f81f \
+    --hash=sha256:55c14c20be247b8a1aeaf3ab4476265e3ca83096bb8e09bb1a7aa806088def4f \
+    --hash=sha256:56ad9776b65d8743f86698a1973292c966cf3abff627efc44ed60e66cc538ddd \
+    --hash=sha256:57d216fab0b5c432aabf7170883d7c11671622bde8bd1436c46d633163a703f6 \
+    --hash=sha256:5c2308de665b7130cd0e40a2329278226e4cf083f7400c51ca7e19ccfb3886f3 \
+    --hash=sha256:5cf6c6f6193797372adf50c91d0171743d16299491c75acad8650107dffa9269 \
+    --hash=sha256:5fe3e9b705250d0172ed4e100a811543108653fb2b66b9e702a088ad03772a07 \
+    --hash=sha256:63144e36209ad8e4e65384dbf2d52dd5b1866986079c00a72335402a38aacdc5 \
+    --hash=sha256:65a4a6072436bf0a4825b1c295d248cc17e5f4651e60ee62427a5bcaa8622a7a \
+    --hash=sha256:6a13a9caea485df164c51be4eb0c87f97f790b7c3213d635eba2314d959fe929 \
+    --hash=sha256:6b54bc4ca5f9b9bba8cd4fb91c24b2446a86b5ae7f8975cf3b7a277353c3127c \
+    --hash=sha256:6ceed6247fc2d33b2a7b7d25d8a0fe645b68798856e0bc7a9800c5fd945eb80f \
+    --hash=sha256:73fc9a0a4343188bdb421783e600bfaf81d0793cd4cce6bafb3c2ed567a74cd5 \
+    --hash=sha256:76897944cd9239e8a70955679b531b9a0619f76e25476e57ed373322d9c2075d \
+    --hash=sha256:7915f0c60e4e6e65d90f136d85dd3b429ae9191c36b380e626064694563dbd9f \
+    --hash=sha256:7bd5efc26b39f7fc82d4ab1d86a7f0644c8e34f3699c33f85bfa9a717a030e1b \
+    --hash=sha256:7cabcf39c81e5b988d0adefdaea2eb9b4fd9bd62d5ed6559988c62f36bfa9a89 \
+    --hash=sha256:7d9b76322e49c056bcc819f8bdca37a2daa5a6d42c07f30927b501088db03309 \
+    --hash=sha256:7db7fdc2d71fd1444d85ca3f3d682ba2df7d61a637dfc6d80793f439eae264ab \
+    --hash=sha256:8079486118919f600c603536e2490ca37b3dbd3280e3ad6eaacfe6264605ac8a \
+    --hash=sha256:8359bef65f49d51476e9811d59c015f0ddae618ee0e44144f5595278c9f8268c \
+    --hash=sha256:83c155b4a33368d9b9c2543e78f2452090fb030c52401ca608ef16fa58c98353 \
+    --hash=sha256:83d054818a8d1198d8bd8bc3ea2aac112a2c19def2bf73758321976788706398 \
+    --hash=sha256:87bf3f91a9328a941acc44eceffd4e1f5f89b030985b2966637e582157173b98 \
+    --hash=sha256:87df18fce4440477c3ef1fd7ae17c704a69a74a77e705a12be135ee0651a0c2d \
+    --hash=sha256:87e9903b8668a16ef02c08ba4ebc91e57a49c481e9b5866e31d798632805014b \
+    --hash=sha256:88a5ac3280232d4ed8e994cbc03b46a1807ce0aa123867b40c4a41f226c61f94 \
+    --hash=sha256:88f6fd5a5c1302ce79993cc5feeadcc795a70f953c762544d01fb02b2db4ea33 \
+    --hash=sha256:8d4f0eed76b430f009fbefca1a0028ddb112891b03cb556d7440d5cd68eb89a9 \
+    --hash=sha256:8db8f0c59c84792c12661f8efa85de160f80efe16b87a9d5de91b93f9e0bce3c \
+    --hash=sha256:8e5b927acc5f2f59547270b0309a46d983edc44be64e1ca27a7fcb0474d6cd67 \
+    --hash=sha256:9353c2af2dd467333d4850a16edb66855e795561cd170685178f706c80d2c71e \
+    --hash=sha256:949aaa1118660f992dbf0968487b3e3cfdad67f948658ab08c6b5762e90cc8b6 \
+    --hash=sha256:9850754c434e636ce3dc586f534bb23bcbd78940c304775bee9005bf610e98f1 \
+    --hash=sha256:9d625692578dd40a112df30c02a1adf068027566abd8e6a74893bb13d441c150 \
+    --hash=sha256:9f1a3e01dce3cd54060791e7e24588417c98b941baa5974700eeb0b8eb65b0a0 \
+    --hash=sha256:9fdcb80f4e9fbb33b58e9bf95e7dbbedff505d1bcd1c05f7c7ce883632710006 \
+    --hash=sha256:a2c28c6487f17d8db0089e8b2cdc13de859366b94cc6cdc50e1b0a4147b56551 \
+    --hash=sha256:a4b8617499b2371c7353302c5116a7e0a3a12da66389ce53140e607d3bf7b3d3 \
+    --hash=sha256:a51d0ddd4deb8871c6de15a772ef40b3dbd26a3c0451bb9e66bc76fc5a784e5b \
+    --hash=sha256:a9c421153aa23c323bd8483d4155b4eee82c9a50ac11cccd83539104a8279c64 \
+    --hash=sha256:a9d752c97f6bbe327352f76e5b86442d776abc789249fc5e72eacb49e6916482 \
+    --hash=sha256:b96c3d9266439d17f35fc2173111d93afc1162f168e95aed122c1ca517b1f8f1 \
+    --hash=sha256:baec5675944b4a47749c93c01c73d826ef7d42d36ba8d0dba36336fa80c76426 \
+    --hash=sha256:bb1ed4fcb0b3c2f3ea2c5767434622fe5d660e5752f21ac2e8d737b1e5e480bb \
+    --hash=sha256:bb62841e839ee992c37bb75e75891c7f4904e772db3691c59daaca5b4ab960e1 \
+    --hash=sha256:bbaa31f2cb49013818bde319232ccd72da62ee40f7d2aa532083eda5664e85ff \
+    --hash=sha256:bd574145d930cf9405a64f9923600879a5ce51d9f315443a5f706374841327b6 \
+    --hash=sha256:c05270b290acd8d249739f40d272a64dd597d5a4b90f27d830e538bc2549303c \
+    --hash=sha256:c0cea44bba5c5601b297bc8307e4075535b95163402e4906b2e9b82788a2a6df \
+    --hash=sha256:c11a4ab7debc456326a2bac67f35ee0ac792bcf812c7562a4a28559a5c795e27 \
+    --hash=sha256:c329a4dcc395364a1c0d2d1574d725fe81a840783dda64c31c5a60fc7d41472c \
+    --hash=sha256:c6280f5aeafa1731f0a3709463ab33d8e0624321593951aefada5472f0b313fd \
+    --hash=sha256:ca1a209157f242eb183e209040097118472e169f2e069bfbd40c303e24866543 \
+    --hash=sha256:cfc1fc38e37630dd12d519bdec9dcd4b345aec9930bb9ce0ed04461f49e58b52 \
+    --hash=sha256:d468cffb82d90789696d5b4d8b6ab8843052cba58a15296691a7a3df55143cd2 \
+    --hash=sha256:d52f5d0615ea83fd853d4e1d8acf93cc2e0223ad4568ba1e1f6ca72e94ea7b9d \
+    --hash=sha256:df81e3407630de060ae8313da49509c3caa33b1a9415562284eaf3d0c7705f9f \
+    --hash=sha256:e06a9ebc8656e030ccfe44634f2a541b4b1801cd52e390a53ad8bacbd65f8518 \
+    --hash=sha256:e4a0f374200e8443d9746e947ebb346c40f83a3970e75a685ade0adbba5c48d9 \
+    --hash=sha256:e5c9d86d9b13b18aafa88303e2cd21e677f5da2a14c828d2c460fe513af2e9a5 \
+    --hash=sha256:eb276a53717f2bcfb6df0bcf284d8a12069002508d4c1ca715799226024ccd45 \
+    --hash=sha256:ee9622e84fe6e4cd4f020e5fda70d6206feff3157731df7151d457fdae18e541 \
+    --hash=sha256:ef73df487b7c14b477016947c92708c2d929e1dee2bacdd6fff5a82ed4539537 \
+    --hash=sha256:f15117b96866401825f3e94543145028a2947d19974429246ce59403f49e77c6 \
+    --hash=sha256:f6784eed29f9e036acb0b7769d9e78a0dc2c72c2d8ba7903005350d817e287a4 \
+    --hash=sha256:f75698c5c5c542417ac4956acfc420f7d4a2396adca63a015fd66641ea751759 \
+    --hash=sha256:fb7b54830cee8cf9923d969e2df87ce20e625b1af2fd194222ab902d3adcc29c
+    # via transformers
+scikit-learn==1.5.1 \
+    --hash=sha256:0828673c5b520e879f2af6a9e99eee0eefea69a2188be1ca68a6121b809055c1 \
+    --hash=sha256:0ea5d40c0e3951df445721927448755d3fe1d80833b0b7308ebff5d2a45e6414 \
+    --hash=sha256:10e49170691514a94bb2e03787aa921b82dbc507a4ea1f20fd95557862c98dc1 \
+    --hash=sha256:154297ee43c0b83af12464adeab378dee2d0a700ccd03979e2b821e7dd7cc1c2 \
+    --hash=sha256:161808750c267b77b4a9603cf9c93579c7a74ba8486b1336034c2f1579546d21 \
+    --hash=sha256:1bd8d3a19d4bd6dc5a7d4f358c8c3a60934dc058f363c34c0ac1e9e12a31421d \
+    --hash=sha256:1ff4ba34c2abff5ec59c803ed1d97d61b036f659a17f55be102679e88f926fac \
+    --hash=sha256:508907e5f81390e16d754e8815f7497e52139162fd69c4fdbd2dfa5d6cc88915 \
+    --hash=sha256:5944ce1faada31c55fb2ba20a5346b88e36811aab504ccafb9f0339e9f780395 \
+    --hash=sha256:5f57428de0c900a98389c4a433d4a3cf89de979b3aa24d1c1d251802aa15e44d \
+    --hash=sha256:689b6f74b2c880276e365fe84fe4f1befd6a774f016339c65655eaff12e10cbf \
+    --hash=sha256:781586c414f8cc58e71da4f3d7af311e0505a683e112f2f62919e3019abd3745 \
+    --hash=sha256:7b073a27797a283187a4ef4ee149959defc350b46cbf63a84d8514fe16b69855 \
+    --hash=sha256:88e0672c7ac21eb149d409c74cc29f1d611d5158175846e7a9c2427bd12b3956 \
+    --hash=sha256:909144d50f367a513cee6090873ae582dba019cb3fca063b38054fa42704c3a4 \
+    --hash=sha256:97625f217c5c0c5d0505fa2af28ae424bd37949bb2f16ace3ff5f2f81fb4498b \
+    --hash=sha256:9a07f90846313a7639af6a019d849ff72baadfa4c74c778821ae0fad07b7275b \
+    --hash=sha256:b59e3e62d2be870e5c74af4e793293753565c7383ae82943b83383fdcf5cc5c1 \
+    --hash=sha256:b5e865e9bd59396220de49cb4a57b17016256637c61b4c5cc81aaf16bc123bbe \
+    --hash=sha256:da3f404e9e284d2b0a157e1b56b6566a34eb2798205cba35a211df3296ab7a74 \
+    --hash=sha256:f5b213bc29cc30a89a3130393b0e39c847a15d769d6e59539cd86b75d276b1a7
+    # via
+    #   laion-clap
+    #   librosa
+scipy==1.14.1 \
+    --hash=sha256:0c2f95de3b04e26f5f3ad5bb05e74ba7f68b837133a4492414b3afd79dfe540e \
+    --hash=sha256:1729560c906963fc8389f6aac023739ff3983e727b1a4d87696b7bf108316a79 \
+    --hash=sha256:278266012eb69f4a720827bdd2dc54b2271c97d84255b2faaa8f161a158c3b37 \
+    --hash=sha256:2843f2d527d9eebec9a43e6b406fb7266f3af25a751aa91d62ff416f54170bc5 \
+    --hash=sha256:2da0469a4ef0ecd3693761acbdc20f2fdeafb69e6819cc081308cc978153c675 \
+    --hash=sha256:2ff0a7e01e422c15739ecd64432743cf7aae2b03f3084288f399affcefe5222d \
+    --hash=sha256:2ff38e22128e6c03ff73b6bb0f85f897d2362f8c052e3b8ad00532198fbdae3f \
+    --hash=sha256:30ac8812c1d2aab7131a79ba62933a2a76f582d5dbbc695192453dae67ad6310 \
+    --hash=sha256:3a1b111fac6baec1c1d92f27e76511c9e7218f1695d61b59e05e0fe04dc59617 \
+    --hash=sha256:4079b90df244709e675cdc8b93bfd8a395d59af40b72e339c2287c91860deb8e \
+    --hash=sha256:5149e3fd2d686e42144a093b206aef01932a0059c2a33ddfa67f5f035bdfe13e \
+    --hash=sha256:5a275584e726026a5699459aa72f828a610821006228e841b94275c4a7c08417 \
+    --hash=sha256:631f07b3734d34aced009aaf6fedfd0eb3498a97e581c3b1e5f14a04164a456d \
+    --hash=sha256:716e389b694c4bb564b4fc0c51bc84d381735e0d39d3f26ec1af2556ec6aad94 \
+    --hash=sha256:8426251ad1e4ad903a4514712d2fa8fdd5382c978010d1c6f5f37ef286a713ad \
+    --hash=sha256:8475230e55549ab3f207bff11ebfc91c805dc3463ef62eda3ccf593254524ce8 \
+    --hash=sha256:8bddf15838ba768bb5f5083c1ea012d64c9a444e16192762bd858f1e126196d0 \
+    --hash=sha256:8e32dced201274bf96899e6491d9ba3e9a5f6b336708656466ad0522d8528f69 \
+    --hash=sha256:8f9ea80f2e65bdaa0b7627fb00cbeb2daf163caa015e59b7516395fe3bd1e066 \
+    --hash=sha256:97c5dddd5932bd2a1a31c927ba5e1463a53b87ca96b5c9bdf5dfd6096e27efc3 \
+    --hash=sha256:a49f6ed96f83966f576b33a44257d869756df6cf1ef4934f59dd58b25e0327e5 \
+    --hash=sha256:af29a935803cc707ab2ed7791c44288a682f9c8107bc00f0eccc4f92c08d6e07 \
+    --hash=sha256:b05d43735bb2f07d689f56f7b474788a13ed8adc484a85aa65c0fd931cf9ccd2 \
+    --hash=sha256:b28d2ca4add7ac16ae8bb6632a3c86e4b9e4d52d3e34267f6e1b0c1f8d87e389 \
+    --hash=sha256:b99722ea48b7ea25e8e015e8341ae74624f72e5f21fc2abd45f3a93266de4c5d \
+    --hash=sha256:baff393942b550823bfce952bb62270ee17504d02a1801d7fd0719534dfb9c84 \
+    --hash=sha256:c0ee987efa6737242745f347835da2cc5bb9f1b42996a4d97d5c7ff7928cb6f2 \
+    --hash=sha256:d0d2821003174de06b69e58cef2316a6622b60ee613121199cb2852a873f8cf3 \
+    --hash=sha256:e0cf28db0f24a38b2a0ca33a85a54852586e43cf6fd876365c86e0657cfe7d73 \
+    --hash=sha256:e4f5a7c49323533f9103d4dacf4e4f07078f360743dec7f7596949149efeec06 \
+    --hash=sha256:eb58ca0abd96911932f688528977858681a59d61a7ce908ffd355957f7025cfc \
+    --hash=sha256:edaf02b82cd7639db00dbff629995ef185c8df4c3ffa71a5562a595765a06ce1 \
+    --hash=sha256:fef8c87f8abfb884dac04e97824b61299880c43f4ce675dd2cbeadd3c9b466d2
+    # via
+    #   laion-clap
+    #   librosa
+    #   scikit-learn
+sentry-sdk==2.13.0 \
+    --hash=sha256:6beede8fc2ab4043da7f69d95534e320944690680dd9a963178a49de71d726c6 \
+    --hash=sha256:8d4a576f7a98eb2fdb40e13106e41f330e5c79d72a68be1316e7852cf4995260
+    # via wandb
+setproctitle==1.3.3 \
+    --hash=sha256:00e6e7adff74796ef12753ff399491b8827f84f6c77659d71bd0b35870a17d8f \
+    --hash=sha256:059f4ce86f8cc92e5860abfc43a1dceb21137b26a02373618d88f6b4b86ba9b2 \
+    --hash=sha256:088b9efc62d5aa5d6edf6cba1cf0c81f4488b5ce1c0342a8b67ae39d64001120 \
+    --hash=sha256:0d3a953c50776751e80fe755a380a64cb14d61e8762bd43041ab3f8cc436092f \
+    --hash=sha256:1342f4fdb37f89d3e3c1c0a59d6ddbedbde838fff5c51178a7982993d238fe4f \
+    --hash=sha256:184239903bbc6b813b1a8fc86394dc6ca7d20e2ebe6f69f716bec301e4b0199d \
+    --hash=sha256:195c961f54a09eb2acabbfc90c413955cf16c6e2f8caa2adbf2237d1019c7dd8 \
+    --hash=sha256:1f5d9027eeda64d353cf21a3ceb74bb1760bd534526c9214e19f052424b37e42 \
+    --hash=sha256:200620c3b15388d7f3f97e0ae26599c0c378fdf07ae9ac5a13616e933cbd2086 \
+    --hash=sha256:200ede6fd11233085ba9b764eb055a2a191fb4ffb950c68675ac53c874c22e20 \
+    --hash=sha256:21112fcd2195d48f25760f0eafa7a76510871bbb3b750219310cf88b04456ae3 \
+    --hash=sha256:224602f0939e6fb9d5dd881be1229d485f3257b540f8a900d4271a2c2aa4e5f4 \
+    --hash=sha256:287490eb90e7a0ddd22e74c89a92cc922389daa95babc833c08cf80c84c4df0a \
+    --hash=sha256:2982efe7640c4835f7355fdb4da313ad37fb3b40f5c69069912f8048f77b28c8 \
+    --hash=sha256:2df2b67e4b1d7498632e18c56722851ba4db5d6a0c91aaf0fd395111e51cdcf4 \
+    --hash=sha256:2e4a8104db15d3462e29d9946f26bed817a5b1d7a47eabca2d9dc2b995991503 \
+    --hash=sha256:2e71f6365744bf53714e8bd2522b3c9c1d83f52ffa6324bd7cbb4da707312cd8 \
+    --hash=sha256:334f7ed39895d692f753a443102dd5fed180c571eb6a48b2a5b7f5b3564908c8 \
+    --hash=sha256:33c5609ad51cd99d388e55651b19148ea99727516132fb44680e1f28dd0d1de9 \
+    --hash=sha256:37a62cbe16d4c6294e84670b59cf7adcc73faafe6af07f8cb9adaf1f0e775b19 \
+    --hash=sha256:38ae9a02766dad331deb06855fb7a6ca15daea333b3967e214de12cfae8f0ef5 \
+    --hash=sha256:38da436a0aaace9add67b999eb6abe4b84397edf4a78ec28f264e5b4c9d53cd5 \
+    --hash=sha256:415bfcfd01d1fbf5cbd75004599ef167a533395955305f42220a585f64036081 \
+    --hash=sha256:417de6b2e214e837827067048f61841f5d7fc27926f2e43954567094051aff18 \
+    --hash=sha256:477d3da48e216d7fc04bddab67b0dcde633e19f484a146fd2a34bb0e9dbb4a1e \
+    --hash=sha256:4a6ba2494a6449b1f477bd3e67935c2b7b0274f2f6dcd0f7c6aceae10c6c6ba3 \
+    --hash=sha256:4fe1c49486109f72d502f8be569972e27f385fe632bd8895f4730df3c87d5ac8 \
+    --hash=sha256:507e8dc2891021350eaea40a44ddd887c9f006e6b599af8d64a505c0f718f170 \
+    --hash=sha256:53bc0d2358507596c22b02db079618451f3bd720755d88e3cccd840bafb4c41c \
+    --hash=sha256:554eae5a5b28f02705b83a230e9d163d645c9a08914c0ad921df363a07cf39b1 \
+    --hash=sha256:59335d000c6250c35989394661eb6287187854e94ac79ea22315469ee4f4c244 \
+    --hash=sha256:5a740f05d0968a5a17da3d676ce6afefebeeeb5ce137510901bf6306ba8ee002 \
+    --hash=sha256:5bc94cf128676e8fac6503b37763adb378e2b6be1249d207630f83fc325d9b11 \
+    --hash=sha256:64286f8a995f2cd934082b398fc63fca7d5ffe31f0e27e75b3ca6b4efda4e353 \
+    --hash=sha256:664698ae0013f986118064b6676d7dcd28fefd0d7d5a5ae9497cbc10cba48fa5 \
+    --hash=sha256:68f960bc22d8d8e4ac886d1e2e21ccbd283adcf3c43136161c1ba0fa509088e0 \
+    --hash=sha256:69d565d20efe527bd8a9b92e7f299ae5e73b6c0470f3719bd66f3cd821e0d5bd \
+    --hash=sha256:6a143b31d758296dc2f440175f6c8e0b5301ced3b0f477b84ca43cdcf7f2f476 \
+    --hash=sha256:6a249415f5bb88b5e9e8c4db47f609e0bf0e20a75e8d744ea787f3092ba1f2d0 \
+    --hash=sha256:6b9e62ddb3db4b5205c0321dd69a406d8af9ee1693529d144e86bd43bcb4b6c0 \
+    --hash=sha256:7f1d36a1e15a46e8ede4e953abb104fdbc0845a266ec0e99cc0492a4364f8c44 \
+    --hash=sha256:816330675e3504ae4d9a2185c46b573105d2310c20b19ea2b4596a9460a4f674 \
+    --hash=sha256:87e668f9561fd3a457ba189edfc9e37709261287b52293c115ae3487a24b92f6 \
+    --hash=sha256:897a73208da48db41e687225f355ce993167079eda1260ba5e13c4e53be7f754 \
+    --hash=sha256:8c331e91a14ba4076f88c29c777ad6b58639530ed5b24b5564b5ed2fd7a95452 \
+    --hash=sha256:950f6476d56ff7817a8fed4ab207727fc5260af83481b2a4b125f32844df513a \
+    --hash=sha256:9617b676b95adb412bb69645d5b077d664b6882bb0d37bfdafbbb1b999568d85 \
+    --hash=sha256:9e3b99b338598de0bd6b2643bf8c343cf5ff70db3627af3ca427a5e1a1a90dd9 \
+    --hash=sha256:a1fcac43918b836ace25f69b1dca8c9395253ad8152b625064415b1d2f9be4fb \
+    --hash=sha256:a680d62c399fa4b44899094027ec9a1bdaf6f31c650e44183b50d4c4d0ccc085 \
+    --hash=sha256:a6d50252377db62d6a0bb82cc898089916457f2db2041e1d03ce7fadd4a07381 \
+    --hash=sha256:a83ca086fbb017f0d87f240a8f9bbcf0809f3b754ee01cec928fff926542c450 \
+    --hash=sha256:a911b26264dbe9e8066c7531c0591cfab27b464459c74385b276fe487ca91c12 \
+    --hash=sha256:ab2900d111e93aff5df9fddc64cf51ca4ef2c9f98702ce26524f1acc5a786ae7 \
+    --hash=sha256:ab92e51cd4a218208efee4c6d37db7368fdf182f6e7ff148fb295ecddf264287 \
+    --hash=sha256:accb66d7b3ccb00d5cd11d8c6e07055a4568a24c95cf86109894dcc0c134cc89 \
+    --hash=sha256:ad6d20f9541f5f6ac63df553b6d7a04f313947f550eab6a61aa758b45f0d5657 \
+    --hash=sha256:aeaa71fb9568ebe9b911ddb490c644fbd2006e8c940f21cb9a1e9425bd709574 \
+    --hash=sha256:af2c67ae4c795d1674a8d3ac1988676fa306bcfa1e23fddb5e0bd5f5635309ca \
+    --hash=sha256:af4061f67fd7ec01624c5e3c21f6b7af2ef0e6bab7fbb43f209e6506c9ce0092 \
+    --hash=sha256:b1067647ac7aba0b44b591936118a22847bda3c507b0a42d74272256a7a798e9 \
+    --hash=sha256:b5901a31012a40ec913265b64e48c2a4059278d9f4e6be628441482dd13fb8b5 \
+    --hash=sha256:bbbd6c7de0771c84b4aa30e70b409565eb1fc13627a723ca6be774ed6b9d9fa3 \
+    --hash=sha256:bdfd7254745bb737ca1384dee57e6523651892f0ea2a7344490e9caefcc35e64 \
+    --hash=sha256:c05ac48ef16ee013b8a326c63e4610e2430dbec037ec5c5b58fcced550382b74 \
+    --hash=sha256:c1c84beab776b0becaa368254801e57692ed749d935469ac10e2b9b825dbdd8e \
+    --hash=sha256:c32c41ace41f344d317399efff4cffb133e709cec2ef09c99e7a13e9f3b9483c \
+    --hash=sha256:c3ba57029c9c50ecaf0c92bb127224cc2ea9fda057b5d99d3f348c9ec2855ad3 \
+    --hash=sha256:c7951820b77abe03d88b114b998867c0f99da03859e5ab2623d94690848d3e45 \
+    --hash=sha256:c913e151e7ea01567837ff037a23ca8740192880198b7fbb90b16d181607caae \
+    --hash=sha256:c9a402881ec269d0cc9c354b149fc29f9ec1a1939a777f1c858cdb09c7a261df \
+    --hash=sha256:cbf16381c7bf7f963b58fb4daaa65684e10966ee14d26f5cc90f07049bfd8c1e \
+    --hash=sha256:d4460795a8a7a391e3567b902ec5bdf6c60a47d791c3b1d27080fc203d11c9dc \
+    --hash=sha256:d7f27e0268af2d7503386e0e6be87fb9b6657afd96f5726b733837121146750d \
+    --hash=sha256:d876d355c53d975c2ef9c4f2487c8f83dad6aeaaee1b6571453cb0ee992f55f6 \
+    --hash=sha256:da0d57edd4c95bf221b2ebbaa061e65b1788f1544977288bdf95831b6e44e44d \
+    --hash=sha256:ddedd300cd690a3b06e7eac90ed4452348b1348635777ce23d460d913b5b63c3 \
+    --hash=sha256:df3f4274b80709d8bcab2f9a862973d453b308b97a0b423a501bcd93582852e3 \
+    --hash=sha256:e18b7bd0898398cc97ce2dfc83bb192a13a087ef6b2d5a8a36460311cb09e775 \
+    --hash=sha256:e5119a211c2e98ff18b9908ba62a3bd0e3fabb02a29277a7232a6fb4b2560aa0 \
+    --hash=sha256:e5e08e232b78ba3ac6bc0d23ce9e2bee8fad2be391b7e2da834fc9a45129eb87 \
+    --hash=sha256:eae8988e78192fd1a3245a6f4f382390b61bce6cfcc93f3809726e4c885fa68d \
+    --hash=sha256:f05e66746bf9fe6a3397ec246fe481096664a9c97eb3fea6004735a4daf867fd \
+    --hash=sha256:f1da82c3e11284da4fcbf54957dafbf0655d2389cd3d54e4eaba636faf6d117a \
+    --hash=sha256:f38d48abc121263f3b62943f84cbaede05749047e428409c2c199664feb6abc7 \
+    --hash=sha256:f5e7266498cd31a4572378c61920af9f6b4676a73c299fce8ba93afd694f8ae7 \
+    --hash=sha256:fc74e84fdfa96821580fb5e9c0b0777c1c4779434ce16d3d62a9c4d8c710df39 \
+    --hash=sha256:ff814dea1e5c492a4980e3e7d094286077054e7ea116cbeda138819db194b2cd
+    # via wandb
+six==1.16.0 \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
+    # via
+    #   docker-pycreds
+    #   python-dateutil
+smmap==5.0.1 \
+    --hash=sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62 \
+    --hash=sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da
+    # via gitdb
+soundfile==0.12.1 \
+    --hash=sha256:074247b771a181859d2bc1f98b5ebf6d5153d2c397b86ee9e29ba602a8dfe2a6 \
+    --hash=sha256:0d86924c00b62552b650ddd28af426e3ff2d4dc2e9047dae5b3d8452e0a49a77 \
+    --hash=sha256:2dc3685bed7187c072a46ab4ffddd38cef7de9ae5eb05c03df2ad569cf4dacbc \
+    --hash=sha256:59dfd88c79b48f441bbf6994142a19ab1de3b9bb7c12863402c2bc621e49091a \
+    --hash=sha256:828a79c2e75abab5359f780c81dccd4953c45a2c4cd4f05ba3e233ddf984b882 \
+    --hash=sha256:bceaab5c4febb11ea0554566784bcf4bc2e3977b53946dda2b12804b4fe524a8 \
+    --hash=sha256:d922be1563ce17a69582a352a86f28ed8c9f6a8bc951df63476ffc310c064bfa \
+    --hash=sha256:e8e1017b2cf1dda767aef19d2fd9ee5ebe07e050d430f77a0a7c66ba08b8cdae
+    # via
+    #   laion-clap
+    #   librosa
+soxr==0.4.0 \
+    --hash=sha256:02385e3de07e28ddbc19ab41216075d889575895e778ce2ada950d5f46cf6a52 \
+    --hash=sha256:12a0e460f1199aaed544a30c67f5df7a452b0647b63e0df706a17577e963e38b \
+    --hash=sha256:226d405c40094f5fd5dd4b80c66fc61cc108018da0216833e843d82ccffdadcb \
+    --hash=sha256:2975734033e8da5a241f2498b65513a160882dd1283cf5eb7eac5b3b262ae668 \
+    --hash=sha256:2f6f55c520fb90040f604b1203f2100b70c789d973bb0fd79b221187e3841311 \
+    --hash=sha256:38374140503b17b3234d0deb83dfe0319727df1dbab41e1a576b61405fc82767 \
+    --hash=sha256:38e65bb8beba55d8049ecf16e73c05ed3dd5e156d6086f594c40edb3181a7900 \
+    --hash=sha256:4301600889696051bdb1469f8b10cace0d7e2d16a351c6b5fc947b3b41e10a58 \
+    --hash=sha256:46c1dce06d156f9a6563c41f97d5d6978ccc993c3682c6f8190438c0f7417d36 \
+    --hash=sha256:5e71482f092051544b196387e3779d726f26df30cba307424eac7a96285c5b64 \
+    --hash=sha256:5fd5e43fe568451152e20e16a71a61cda6340da934c344733a26674e041ab445 \
+    --hash=sha256:63a59d36b8f8f3b1501e4fca2c034aacceb9b4d6888295afd269afbce5eb2f3f \
+    --hash=sha256:6ee59424f4f1c81f6a9f3d03b4bde27992272dc8c36f9b08af7f31ce720fa6ba \
+    --hash=sha256:784d2dd6d43d2663d384ed7e1f6a1156f98395bbd889b0a9def6c61a9e17cda1 \
+    --hash=sha256:83b3e477ff61b3579ec2ad66fa7a9b362072d5d9a5d1e61db3d366d26afbb8c8 \
+    --hash=sha256:a370f661576916e8b208990eb70e5db4e07ab025b47492a633370846bc0a9678 \
+    --hash=sha256:a9cc0620d7b1effab9d408427711d52c3db6e295b5504dfcf549f4636904ed0d \
+    --hash=sha256:ba0989025d70c472d62bf0e68778c9bbd0c9bee111c708cf64c26406937ca6be \
+    --hash=sha256:c0be9dbc6cb0de2e2147ad33ffe4dee0391ed38125248253f53d3f1a05b65425 \
+    --hash=sha256:c53d4bc99908e715665b3d45f0cc06e652e4f53bf4acf9e758c1cce02977e411 \
+    --hash=sha256:f99aaef14a7d268966c06cf6a06729eb98b2276493710d24a6f20fdcfc3ad26e
+    # via librosa
+sympy==1.13.2 \
+    --hash=sha256:401449d84d07be9d0c7a46a64bd54fe097667d5e7181bfe67ec777be9e01cb13 \
+    --hash=sha256:c51d75517712f1aed280d4ce58506a4a88d635d6b5dd48b39102a7ae1f3fcfe9
+    # via torch
+threadpoolctl==3.5.0 \
+    --hash=sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107 \
+    --hash=sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467
+    # via scikit-learn
+tokenizers==0.19.1 \
+    --hash=sha256:01d62812454c188306755c94755465505836fd616f75067abcae529c35edeb57 \
+    --hash=sha256:02e81bf089ebf0e7f4df34fa0207519f07e66d8491d963618252f2e0729e0b46 \
+    --hash=sha256:04ce49e82d100594715ac1b2ce87d1a36e61891a91de774755f743babcd0dd52 \
+    --hash=sha256:07f9295349bbbcedae8cefdbcfa7f686aa420be8aca5d4f7d1ae6016c128c0c5 \
+    --hash=sha256:08a44864e42fa6d7d76d7be4bec62c9982f6f6248b4aa42f7302aa01e0abfd26 \
+    --hash=sha256:0b5ca92bfa717759c052e345770792d02d1f43b06f9e790ca0a1db62838816f3 \
+    --hash=sha256:0b9394bd204842a2a1fd37fe29935353742be4a3460b6ccbaefa93f58a8df43d \
+    --hash=sha256:0bcce02bf1ad9882345b34d5bd25ed4949a480cf0e656bbd468f4d8986f7a3f1 \
+    --hash=sha256:0e64bfde9a723274e9a71630c3e9494ed7b4c0f76a1faacf7fe294cd26f7ae7c \
+    --hash=sha256:10a707cc6c4b6b183ec5dbfc5c34f3064e18cf62b4a938cb41699e33a99e03c1 \
+    --hash=sha256:16baac68651701364b0289979ecec728546133e8e8fe38f66fe48ad07996b88b \
+    --hash=sha256:1de5bc8652252d9357a666e609cb1453d4f8e160eb1fb2830ee369dd658e8975 \
+    --hash=sha256:1f0360cbea28ea99944ac089c00de7b2e3e1c58f479fb8613b6d8d511ce98267 \
+    --hash=sha256:2e8a3dd055e515df7054378dc9d6fa8c8c34e1f32777fb9a01fea81496b3f9d3 \
+    --hash=sha256:3174c76efd9d08f836bfccaca7cfec3f4d1c0a4cf3acbc7236ad577cc423c840 \
+    --hash=sha256:35583cd46d16f07c054efd18b5d46af4a2f070a2dd0a47914e66f3ff5efb2b1e \
+    --hash=sha256:39c1ec76ea1027438fafe16ecb0fb84795e62e9d643444c1090179e63808c69d \
+    --hash=sha256:3b11853f17b54c2fe47742c56d8a33bf49ce31caf531e87ac0d7d13d327c9334 \
+    --hash=sha256:427c4f0f3df9109314d4f75b8d1f65d9477033e67ffaec4bca53293d3aca286d \
+    --hash=sha256:43350270bfc16b06ad3f6f07eab21f089adb835544417afda0f83256a8bf8b75 \
+    --hash=sha256:453e4422efdfc9c6b6bf2eae00d5e323f263fff62b29a8c9cd526c5003f3f642 \
+    --hash=sha256:4692ab92f91b87769d950ca14dbb61f8a9ef36a62f94bad6c82cc84a51f76f6a \
+    --hash=sha256:4ad23d37d68cf00d54af184586d79b84075ada495e7c5c0f601f051b162112dc \
+    --hash=sha256:4f3fefdc0446b1a1e6d81cd4c07088ac015665d2e812f6dbba4a06267d1a2c95 \
+    --hash=sha256:56ae39d4036b753994476a1b935584071093b55c7a72e3b8288e68c313ca26e7 \
+    --hash=sha256:5c88d1481f1882c2e53e6bb06491e474e420d9ac7bdff172610c4f9ad3898059 \
+    --hash=sha256:61b7fe8886f2e104d4caf9218b157b106207e0f2a4905c9c7ac98890688aabeb \
+    --hash=sha256:621d670e1b1c281a1c9698ed89451395d318802ff88d1fc1accff0867a06f153 \
+    --hash=sha256:6258c2ef6f06259f70a682491c78561d492e885adeaf9f64f5389f78aa49a051 \
+    --hash=sha256:6309271f57b397aa0aff0cbbe632ca9d70430839ca3178bf0f06f825924eca22 \
+    --hash=sha256:638e43936cc8b2cbb9f9d8dde0fe5e7e30766a3318d2342999ae27f68fdc9bd6 \
+    --hash=sha256:63c38f45d8f2a2ec0f3a20073cccb335b9f99f73b3c69483cd52ebc75369d8a1 \
+    --hash=sha256:670b802d4d82bbbb832ddb0d41df7015b3e549714c0e77f9bed3e74d42400fbe \
+    --hash=sha256:6852c5b2a853b8b0ddc5993cd4f33bfffdca4fcc5d52f89dd4b8eada99379285 \
+    --hash=sha256:6b2da5c32ed869bebd990c9420df49813709e953674c0722ff471a116d97b22d \
+    --hash=sha256:6c330c0eb815d212893c67a032e9dc1b38a803eccb32f3e8172c19cc69fbb439 \
+    --hash=sha256:6f8a20266e695ec9d7a946a019c1d5ca4eddb6613d4f466888eee04f16eedb85 \
+    --hash=sha256:706a37cc5332f85f26efbe2bdc9ef8a9b372b77e4645331a405073e4b3a8c1c6 \
+    --hash=sha256:71e3ec71f0e78780851fef28c2a9babe20270404c921b756d7c532d280349214 \
+    --hash=sha256:72791f9bb1ca78e3ae525d4782e85272c63faaef9940d92142aa3eb79f3407a3 \
+    --hash=sha256:76951121890fea8330d3a0df9a954b3f2a37e3ec20e5b0530e9a0044ca2e11fe \
+    --hash=sha256:78e769eb3b2c79687d9cb0f89ef77223e8e279b75c0a968e637ca7043a84463f \
+    --hash=sha256:7c9d5b6c0e7a1e979bec10ff960fae925e947aab95619a6fdb4c1d8ff3708ce3 \
+    --hash=sha256:7fb297edec6c6841ab2e4e8f357209519188e4a59b557ea4fafcf4691d1b4c98 \
+    --hash=sha256:7ff898780a155ea053f5d934925f3902be2ed1f4d916461e1a93019cc7250837 \
+    --hash=sha256:82c8b8063de6c0468f08e82c4e198763e7b97aabfe573fd4cf7b33930ca4df77 \
+    --hash=sha256:85aa3ab4b03d5e99fdd31660872249df5e855334b6c333e0bc13032ff4469c4a \
+    --hash=sha256:89183e55fb86e61d848ff83753f64cded119f5d6e1f553d14ffee3700d0a4a49 \
+    --hash=sha256:8a6298bde623725ca31c9035a04bf2ef63208d266acd2bed8c2cb7d2b7d53ce6 \
+    --hash=sha256:8b01afb7193d47439f091cd8f070a1ced347ad0f9144952a30a41836902fe09e \
+    --hash=sha256:952078130b3d101e05ecfc7fc3640282d74ed26bcf691400f872563fca15ac97 \
+    --hash=sha256:952b80dac1a6492170f8c2429bd11fcaa14377e097d12a1dbe0ef2fb2241e16c \
+    --hash=sha256:9620b78e0b2d52ef07b0d428323fb34e8ea1219c5eac98c2596311f20f1f9266 \
+    --hash=sha256:9ed240c56b4403e22b9584ee37d87b8bfa14865134e3e1c3fb4b2c42fafd3256 \
+    --hash=sha256:a179856d1caee06577220ebcfa332af046d576fb73454b8f4d4b0ba8324423ea \
+    --hash=sha256:a2b718f316b596f36e1dae097a7d5b91fc5b85e90bf08b01ff139bd8953b25af \
+    --hash=sha256:ac11016d0a04aa6487b1513a3a36e7bee7eec0e5d30057c9c0408067345c48d2 \
+    --hash=sha256:ad57d59341710b94a7d9dbea13f5c1e7d76fd8d9bcd944a7a6ab0b0da6e0cc66 \
+    --hash=sha256:b07c538ba956843833fee1190cf769c60dc62e1cf934ed50d77d5502194d63b1 \
+    --hash=sha256:b279ab506ec4445166ac476fb4d3cc383accde1ea152998509a94d82547c8e2a \
+    --hash=sha256:b2edbc75744235eea94d595a8b70fe279dd42f3296f76d5a86dde1d46e35f574 \
+    --hash=sha256:b342d2ce8fc8d00f376af068e3274e2e8649562e3bc6ae4a67784ded6b99428d \
+    --hash=sha256:b4399b59d1af5645bcee2072a463318114c39b8547437a7c2d6a186a1b5a0e2d \
+    --hash=sha256:b4c89aa46c269e4e70c4d4f9d6bc644fcc39bb409cb2a81227923404dd6f5227 \
+    --hash=sha256:b70bfbe3a82d3e3fb2a5e9b22a39f8d1740c96c68b6ace0086b39074f08ab89a \
+    --hash=sha256:b82931fa619dbad979c0ee8e54dd5278acc418209cc897e42fac041f5366d626 \
+    --hash=sha256:bac0b0eb952412b0b196ca7a40e7dce4ed6f6926489313414010f2e6b9ec2adf \
+    --hash=sha256:bb9dfe7dae85bc6119d705a76dc068c062b8b575abe3595e3c6276480e67e3f1 \
+    --hash=sha256:bcd266ae85c3d39df2f7e7d0e07f6c41a55e9a3123bb11f854412952deacd828 \
+    --hash=sha256:bea6f9947e9419c2fda21ae6c32871e3d398cba549b93f4a65a2d369662d9403 \
+    --hash=sha256:c27b99889bd58b7e301468c0838c5ed75e60c66df0d4db80c08f43462f82e0d3 \
+    --hash=sha256:c2a0d47a89b48d7daa241e004e71fb5a50533718897a4cd6235cb846d511a478 \
+    --hash=sha256:c5c2ff13d157afe413bf7e25789879dd463e5a4abfb529a2d8f8473d8042e28f \
+    --hash=sha256:c85cf76561fbd01e0d9ea2d1cbe711a65400092bc52b5242b16cfd22e51f0c58 \
+    --hash=sha256:ca407133536f19bdec44b3da117ef0d12e43f6d4b56ac4c765f37eca501c7bda \
+    --hash=sha256:cbf001afbbed111a79ca47d75941e9e5361297a87d186cbfc11ed45e30b5daba \
+    --hash=sha256:ce05fde79d2bc2e46ac08aacbc142bead21614d937aac950be88dc79f9db9022 \
+    --hash=sha256:d16ff18907f4909dca9b076b9c2d899114dd6abceeb074eca0c93e2353f943aa \
+    --hash=sha256:d26194ef6c13302f446d39972aaa36a1dda6450bc8949f5eb4c27f51191375bd \
+    --hash=sha256:d8c5d59d7b59885eab559d5bc082b2985555a54cda04dda4c65528d90ad252ad \
+    --hash=sha256:d924204a3dbe50b75630bd16f821ebda6a5f729928df30f582fb5aade90c818a \
+    --hash=sha256:dadc509cc8a9fe460bd274c0e16ac4184d0958117cf026e0ea8b32b438171594 \
+    --hash=sha256:dd26e3afe8a7b61422df3176e06664503d3f5973b94f45d5c45987e1cb711876 \
+    --hash=sha256:ddf672ed719b4ed82b51499100f5417d7d9f6fb05a65e232249268f35de5ed14 \
+    --hash=sha256:dfedf31824ca4915b511b03441784ff640378191918264268e6923da48104acc \
+    --hash=sha256:e28cab1582e0eec38b1f38c1c1fb2e56bce5dc180acb1724574fc5f47da2a4fe \
+    --hash=sha256:e742d76ad84acbdb1a8e4694f915fe59ff6edc381c97d6dfdd054954e3478ad4 \
+    --hash=sha256:e83a31c9cf181a0a3ef0abad2b5f6b43399faf5da7e696196ddd110d332519ee \
+    --hash=sha256:e8d1ed93beda54bbd6131a2cb363a576eac746d5c26ba5b7556bc6f964425594 \
+    --hash=sha256:e8ff5b90eabdcdaa19af697885f70fe0b714ce16709cf43d4952f1f85299e73a \
+    --hash=sha256:ec11802450a2487cdf0e634b750a04cbdc1c4d066b97d94ce7dd2cb51ebb325b \
+    --hash=sha256:ecb2651956eea2aa0a2d099434134b1b68f1c31f9a5084d6d53f08ed43d45ff2 \
+    --hash=sha256:ed69af290c2b65169f0ba9034d1dc39a5db9459b32f1dd8b5f3f32a3fcf06eab \
+    --hash=sha256:eddd5783a4a6309ce23432353cdb36220e25cbb779bfa9122320666508b44b88 \
+    --hash=sha256:ee59e6680ed0fdbe6b724cf38bd70400a0c1dd623b07ac729087270caeac88e3 \
+    --hash=sha256:f03727225feaf340ceeb7e00604825addef622d551cbd46b7b775ac834c1e1c4 \
+    --hash=sha256:f3bbb7a0c5fcb692950b041ae11067ac54826204318922da754f908d95619fbc \
+    --hash=sha256:f8a9c828277133af13f3859d1b6bf1c3cb6e9e1637df0e45312e6b7c2e622b1f \
+    --hash=sha256:f97660f6c43efd3e0bfd3f2e3e5615bf215680bad6ee3d469df6454b8c6e8256 \
+    --hash=sha256:f9939ca7e58c2758c01b40324a59c034ce0cebad18e0d4563a9b1beab3018243
+    # via transformers
+torch==2.4.0 \
+    --hash=sha256:2497cbc7b3c951d69b276ca51fe01c2865db67040ac67f5fc20b03e41d16ea4a \
+    --hash=sha256:3374128bbf7e62cdaed6c237bfd39809fbcfaa576bee91e904706840c3f2195c \
+    --hash=sha256:3af4de2a618fb065e78404c4ba27a818a7b7957eaeff28c6c66ce7fb504b68b8 \
+    --hash=sha256:4ed94583e244af51d6a8d28701ca5a9e02d1219e782f5a01dd401f90af17d8ac \
+    --hash=sha256:618808d3f610d5f180e47a697d4ec90b810953bb1e020f424b2ac7fb0884b545 \
+    --hash=sha256:685418ab93730efbee71528821ff54005596970dd497bf03c89204fb7e3f71de \
+    --hash=sha256:688eec9240f3ce775f22e1e1a5ab9894f3d5fe60f3f586deb7dbd23a46a83916 \
+    --hash=sha256:7334325c0292cbd5c2eac085f449bf57d3690932eac37027e193ba775703c9e6 \
+    --hash=sha256:8940fc8b97a4c61fdb5d46a368f21f4a3a562a17879e932eb51a5ec62310cb31 \
+    --hash=sha256:91aaf00bfe1ffa44dc5b52809d9a95129fca10212eca3ac26420eb11727c6288 \
+    --hash=sha256:97730014da4c57ffacb3c09298c6ce05400606e890bd7a05008d13dd086e46b1 \
+    --hash=sha256:997084a0f9784d2a89095a6dc67c7925e21bf25dea0b3d069b41195016ccfcbb \
+    --hash=sha256:a046491aaf96d1215e65e1fa85911ef2ded6d49ea34c8df4d0638879f2402eef \
+    --hash=sha256:a2feb98ac470109472fb10dfef38622a7ee08482a16c357863ebc7bc7db7c8f7 \
+    --hash=sha256:bc3988e8b36d1e8b998d143255d9408d8c75da4ab6dd0dcfd23b623dfb0f0f57 \
+    --hash=sha256:c4ca297b7bd58b506bfd6e78ffd14eb97c0e7797dcd7965df62f50bb575d8954 \
+    --hash=sha256:cc30457ea5489c62747d3306438af00c606b509d78822a88f804202ba63111ed \
+    --hash=sha256:e743adadd8c8152bb8373543964551a7cb7cc20ba898dc8f9c0cdbe47c283de0 \
+    --hash=sha256:ed765d232d23566052ba83632ec73a4fccde00b4c94ad45d63b471b09d63b7a7 \
+    --hash=sha256:f169b4ea6dc93b3a33319611fcc47dc1406e4dd539844dcbd2dec4c1b96e166d
+    # via torchvision
+torchlibrosa==0.1.0 \
+    --hash=sha256:62a8beedf9c9b4141a06234df3f10229f7ba86e67678ccee02489ec4ef044028 \
+    --hash=sha256:89b65fd28b833ceb6bc74a3d0d87e2924ddc5a845d0a246b194952a4e12a38cb
+    # via laion-clap
+torchvision==0.19.0 \
+    --hash=sha256:02f1dd5cfc897957535b41b0258ec452d30de044e20c2de2c75869f7708e7656 \
+    --hash=sha256:079a696e0b2cb52e4be30afa8e9b3d7d280f02a2b5ffedd7e821fa1efd1a5a8d \
+    --hash=sha256:106842b1e475b14d9a04ee0d6f5477d43100e3bb78e9d31e37422384d0d84179 \
+    --hash=sha256:13aee7a46e049c8c1e7d35a0394b0587a7e62ff3d1a822cd2bbbacb675ac4a09 \
+    --hash=sha256:2acc436d043d4f81b3bc6929cbfa4ef1cdae4d8a0b04ec72ec30a497e9a38179 \
+    --hash=sha256:4d54b5e19b7ebebca7d0b08497b4c6335264cad04c94c05fa35988d9e9eed0c4 \
+    --hash=sha256:4e6aa4fa3f0bc3599fa071c149e651a3e6bdd67c9161794478f9f91471c406a2 \
+    --hash=sha256:5f9a598dcf82bdfc8e4436ce74763b3877dabec3b33f94613b94ede13e3e4dee \
+    --hash=sha256:6b1bce2e4c003d890a18f14ff289528707d918e38539ff890ef02aa31dae1b56 \
+    --hash=sha256:6ed066aae5c50465d7c4761357aefe5dbd2eb7075a33ab8c14b352fc2353ad4c \
+    --hash=sha256:854e967a16a9409e941b5bbe5aa357b23f7158bccb9de35ae20fd4945f05ecd1 \
+    --hash=sha256:a6ba7756f75c80212e51d3576f85ea204589e0c16efdb9b835dd677bc8929a67 \
+    --hash=sha256:aaa338ff3a55a8c0f94e0e64eff6fe2af1fc933a95fd43812760e72ea66e986b \
+    --hash=sha256:ac5525d5cc09e425b5cf5752ecf66eefbbbd8c8cd945198ce35eb01a694e6069 \
+    --hash=sha256:b5f70f5a8bd9c8b00a076bf466b39b5cd679ef62587c47cc048adb04d9c5f155 \
+    --hash=sha256:be0f27a28b8e9f2ae98a31af34a4bdd2a5bf154d92bd73a5797c8d2156fb3ab6 \
+    --hash=sha256:c09ef8ed184fa877f6251b620226e74f682b8f1d6b341456428d4955b8d9c670 \
+    --hash=sha256:d467d434005fd05a227a2ba7af4c591bb67e6d4a97bbd06eda8da83f43e9fd07 \
+    --hash=sha256:d9afb8a3c3ce99a161a64c2a3b91cb545632a72118053cbfb84e87a02a8dcd02 \
+    --hash=sha256:dbf3aa71a3899244fc884303ed3c4604a160824fefac77e82317a5463efc1d9b \
+    --hash=sha256:dd1279571d4b68d5a53d9b7a35aedf91c4cb1e0b08099f6a1effa7b25b8c95e7 \
+    --hash=sha256:ec1281c10402234d470bfd4d53663d81f4364f293b2f8fe24d4a7a1adc78c90c \
+    --hash=sha256:ec4162dc71d9db7f0b51d0f92491929c1419605ff436e1305e50de13504a1c30 \
+    --hash=sha256:ec874ef85dcb24c69e600f6e276af892c80cde3ffdaeb7275efda463242bc2a8 \
+    --hash=sha256:f77ac31f7337d0f6f4b58e65582c6c93b9d9eeec7dfd7478896b5cdc19a2d60d
+    # via -r audio_vec_embedding_clap_requirements.in
+tqdm==4.66.5 \
+    --hash=sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd \
+    --hash=sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad
+    # via
+    #   huggingface-hub
+    #   laion-clap
+    #   transformers
+transformers==4.44.1 \
+    --hash=sha256:3b9a1a07ca65c665c7bf6109b7da76182184d10bb58d9ab14e6892e7b9e073a2 \
+    --hash=sha256:bd2642da18b4e6d29b135c17650cd7ca8e874f2d092d2eddd3ed6b71a93a155c
+    # via laion-clap
+triton==3.0.0 \
+    --hash=sha256:0d5e10de8c011adeb7c878c6ce0dd6073b14367749e34467f1cff2bde1b78253 \
+    --hash=sha256:34e509deb77f1c067d8640725ef00c5cbfcb2052a1a3cb6a6d343841f92624eb \
+    --hash=sha256:39b052da883351fdf6be3d93cedae6db3b8e3988d3b09ed221bccecfa9612230 \
+    --hash=sha256:41004fb1ae9a53fcb3e970745feb87f0e3c94c6ce1ba86e95fa3b8537894bef7 \
+    --hash=sha256:5ce8520437c602fb633f1324cc3871c47bee3b67acf9756c1a66309b60e3216c \
+    --hash=sha256:6e5727202f7078c56f91ff13ad0c1abab14a0e7f2c87e91b12b6f64f3e8ae609 \
+    --hash=sha256:bcbf3b1c48af6a28011a5c40a5b3b9b5330530c3827716b5fbf6d7adcc1e53e9 \
+    --hash=sha256:cd34f19a8582af96e6291d4afce25dac08cb2a5d218c599163761e8e0827208e \
+    --hash=sha256:e1efef76935b2febc365bfadf74bcb65a6f959a9872e5bddf44cc9e0adce1e1a \
+    --hash=sha256:e8903767951bf86ec960b4fe4e21bc970055afc65e9d57e916d79ae3c93665e3
+    # via torch
+typing-extensions==4.12.2 \
+    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
+    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
+    # via
+    #   huggingface-hub
+    #   librosa
+    #   torch
+tzdata==2024.1 \
+    --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
+    --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
+    # via pandas
+urllib3==2.2.2 \
+    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
+    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+    # via
+    #   requests
+    #   sentry-sdk
+wandb==0.17.7 \
+    --hash=sha256:011cca25b2ca57956d1ff2c84e31c903058cc8f552ecc1d0450ffad34c8a59bd \
+    --hash=sha256:42f37d7d4f1934fc5a33233be1de0f0c8e3bbff04a4403b3ac6030e577cc84e1 \
+    --hash=sha256:4623fb7618ff094ebab91101b8b5dcef5b3513d35e867a10f64021ca427bb38d \
+    --hash=sha256:c81be25cb1a5322aff95f66a89ca4abcb2a8e98ee09b8938f123a536b967a235 \
+    --hash=sha256:de7e040fe553e149926437ea2d24a20c6b563092e5a17709c4b99dff8a38470c \
+    --hash=sha256:df335a67d3fff9299d915c127ad476cdf9e3f2b1d86e025f54ed63c7dab62d72 \
+    --hash=sha256:ed3fcf51b533249db306a9dd41893d671eb936f64b8837ffc504dba56609ff47 \
+    --hash=sha256:f21183b74ed05744b274c7d876d473ae14a985becfbabd005104ce7e78200cf8
+    # via laion-clap
+wcwidth==0.2.13 \
+    --hash=sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859 \
+    --hash=sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5
+    # via ftfy
+webdataset==0.2.96 \
+    --hash=sha256:ae5ef6a41fb202509def739e514d4d61256afe0c72ed8032d6c7c2bfd3df9f93 \
+    --hash=sha256:d10df0dd1acda980a9cef5a7e2e0ae0011e450b6aa9f04928cddd5d6205db652
+    # via laion-clap
+wget==3.2 \
+    --hash=sha256:35e630eca2aa50ce998b9b1a127bb26b30dfee573702782aa982f875e3f16061
+    # via laion-clap
+
+# The following packages are considered to be unsafe in a requirements file:
+setuptools==73.0.1 \
+    --hash=sha256:b208925fcb9f7af924ed2dc04708ea89791e24bde0d3020b27df0e116088b34e \
+    --hash=sha256:d59a3e788ab7e012ab2c4baed1b376da6366883ee20d7a5fc426816e3d7b1193
+    # via wandb
diff --git a/src/core/operators/test_audio_vec_embedding_clap.py b/src/core/operators/test_audio_vec_embedding_clap.py
new file mode 100644
index 0000000..40bfcc1
--- /dev/null
+++ b/src/core/operators/test_audio_vec_embedding_clap.py
@@ -0,0 +1,32 @@
+import unittest
+from unittest.case import skip
+from core.models.media_factory import AudioFactory
+from core.operators import audio_vec_embedding_clap
+
+
+class Test(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        # initialize operator
+        audio_vec_embedding_clap.initialize(param={})
+
+    @classmethod
+    def tearDownClass(cls):
+        # delete config files
+        pass
+
+    @skip
+    def test_sample_audio_from_disk(self):
+        audio_file_path = AudioFactory.make_from_file_on_disk(
+            r"core/operators/sample_data/audio.wav"
+        )
+        audio_emb = audio_vec_embedding_clap.run(audio_file_path)
+        self.assertEqual(512, len(audio_emb))
+
+    # @skip
+    def test_sample_audio_from_url(self):
+        audio_path = AudioFactory.make_from_url(
+            "https://raw.githubusercontent.com/tattle-made/feluda/main/src/core/operators/sample_data/audio.wav"
+        )
+        audio_emb = audio_vec_embedding_clap.run(audio_path)
+        self.assertEqual(512, len(audio_emb))