stft_implementation # (ivy-llc#22578)

ivy/functional/frontends/tensorflow/signal.py

@@ -38,6 +38,29 @@ def kaiser_window(window_length, beta=12.0, dtype=ivy.float32, name=None):
     return ivy.kaiser_window(window_length, periodic=False, beta=beta, dtype=dtype)
 
 
+# stft
+@to_ivy_arrays_and_back
+def stft(
+    signals,
+    frame_length,
+    frame_step,
+    fft_length=None,
+    window_fn=None,
+    pad_end=False,
+    name=None,
+):
+    signals = ivy.asarray(signals)
+    return ivy.stft(
+        signals,
+        frame_length,
+        frame_step,
+        fft_length=fft_length,
+        window_fn=window_fn,
+        pad_end=pad_end,
+        name=name,
+    )
+
+
 @with_supported_dtypes(
     {"2.13.0 and below": ("float16", "float32", "float64", "bfloat16")},
     "tensorflow",

ivy_tests/test_ivy/test_frontends/test_tensorflow/test_signal.py

@@ -31,6 +31,24 @@ def _valid_idct(draw):
     return dtype, x, type, n, axis, norm
 
 
+@st.composite
+def _valid_stft(draw):
+    dtype, x = draw(
+        helpers.dtype_and_values(
+            available_dtypes=["float32", "float64"],
+            max_value=65280,
+            min_value=-65280,
+            min_num_dims=1,
+            min_dim_size=2,
+            shared_dtype=True,
+        )
+    )
+    frame_length = draw(helpers.ints(min_value=16, max_value=100))
+    frame_step = draw(helpers.ints(min_value=1, max_value=50))
+
+    return dtype, x, frame_length, frame_step
+
+
 # --- Main --- #
 # ------------ #
 
@@ -194,6 +212,40 @@ def test_tensorflow_kaiser_window(
     )
 
 
+# test stft
+@handle_frontend_test(
+    fn_tree="tensorflow.signal.stft",
+    dtype_x_and_args=_valid_stft(),
+    test_with_out=st.just(False),
+)
+def test_tensorflow_stft(
+    *,
+    dtype_x_and_args,
+    frontend,
+    test_flags,
+    fn_tree,
+    backend_fw,
+    on_device,
+):
+    input_dtype, x, frame_length, frame_step = dtype_x_and_args
+    helpers.test_frontend_function(
+        input_dtypes=input_dtype,
+        backend_to_test=backend_fw,
+        frontend=frontend,
+        test_flags=test_flags,
+        fn_tree=fn_tree,
+        on_device=on_device,
+        signals=x[0],
+        frame_length=frame_length,
+        frame_step=frame_step,
+        fft_length=None,
+        window_fn=None,
+        pad_end=True,
+        atol=1e-02,
+        rtol=1e-02,
+    )
+
+
 # vorbis_window
 @handle_frontend_test(
     fn_tree="tensorflow.signal.vorbis_window",