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# MAY 2023 | ||
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## Automatic Speech Recognition | ||
## Automatic Speech Recognition (ASR) | ||
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1. [**Tutorials — NVIDIA NeMo**](https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/stable/starthere/tutorials.html) | ||
2. [**SpeechBrain: A PyTorch Speech Toolkit**](https://speechbrain.github.io/index.html) | ||
3. [**Uberi/speech_recognition: Speech recognition module for Python, supporting several engines and APIs, online and offline. (github.com)**](https://github.com/Uberi/speech_recognition/tree/master) | ||
4. [**mozilla/DeepSpeech: DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers. (github.com)**](https://github.com/mozilla/DeepSpeech) | ||
5. [**Introducing Whisper (openai.com)**](https://openai.com/research/whisper) | ||
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### Offline vs. Online | ||
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The above links refers to open-source models which usually needs GPU to run properly in real-time. So, for a mid-budget laptop these models are too slow for real-time implementation (especially if ASR is not the only model that you want to run on the PC). |