From ca2dcd50bdd130e7d8f349a6bd1eeec34b11af16 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. Yoon" <1242029+jaeyeun97@users.noreply.github.com> Date: Sat, 14 Dec 2019 02:05:12 +0900 Subject: [PATCH 01/18] Inverse Mel Scale Implementation --- torchaudio/transforms.py | 68 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 68 insertions(+) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index 707252a9f3..f69100d237 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -14,6 +14,7 @@ 'GriffinLim', 'AmplitudeToDB', 'MelScale', + 'InverseMelScale', 'MelSpectrogram', 'MFCC', 'MuLawEncoding', @@ -233,6 +234,73 @@ def forward(self, specgram): return mel_specgram +class InverseMelScale(torch.nn.Module): + r"""Solve for a normal STFT from a mel frequency STFT, using a conversion + matrix. This uses triangular filter banks. + + User can control which device the filter bank (`fb`) is (e.g. fb.to(spec_f.device)). + + Args: + n_mels (int): Number of mel filterbanks. (Default: ``128``) + sample_rate (int): Sample rate of audio signal. (Default: ``16000``) + f_min (float): Minimum frequency. (Default: ``0.``) + f_max (float, optional): Maximum frequency. (Default: ``sample_rate // 2``) + n_stft (int, optional): Number of bins in STFT. Calculated from first input + if None is given. See ``n_fft`` in :class:`Spectrogram`. + """ + __constants__ = ['n_mels', 'sample_rate', 'f_min', 'f_max'] + + def __init__(self, n_mels=128, sample_rate=16000, f_min=0., f_max=None, n_stft=None): + super(InverseMelScale, self).__init__() + self.n_mels = n_mels + self.sample_rate = sample_rate + self.f_max = f_max if f_max is not None else float(sample_rate // 2) + self.f_min = f_min + + assert f_min <= self.f_max, 'Require f_min: %f < f_max: %f' % (f_min, self.f_max) + + fb = torch.empty(0) if n_stft is None else F.create_fb_matrix( + n_stft, self.f_min, self.f_max, self.n_mels, self.sample_rate) + self.fb = fb + + def forward(self, melspec): + r""" + Args: + melspec (torch.Tensor): A Mel frequency spectrogram of dimension (channel, ``n_mels``, time) + + Returns: + torch.Tensor: Linear scale spectrogram of size (channel, freq, time) + """ + if self.fb.numel() == 0: + tmp_fb = F.create_fb_matrix(melspec.size(1), self.f_min, self.f_max, self.n_mels, self.sample_rate) + # Attributes cannot be reassigned outside __init__ so workaround + self.fb.resize_(tmp_fb.size()) + self.fb.copy_(tmp_fb) + + + freq, _ = self.fb.size() # (freq, n_mels) + channel, n_mels, time = melspec.size() # (channel, n_mels, time) + + assert self.n_mels == n_mels + + specgram = torch.zeros(channel, time, freq, requires_grad=True, + dtype=melspec.dtype, device=melspec.device) + optim = torch.optim.LBFGS([specgram]) + + def step_func(): + optim.zero_grad() + diff = melspec - specgram.matmul(self.fb) + loss = diff.pow(2).sum().mul(0.5) + loss.backward() + return loss + + for _ in range(self.n_mels): + optim.step(step_func) + + specgram.requires_grad_(False) + return specgram.clamp(min=0).transpose(-1, -2) + + class MelSpectrogram(torch.nn.Module): r"""Create MelSpectrogram for a raw audio signal. This is a composition of Spectrogram and MelScale. From 92ab3cd04dbbabda6e272f28019eb9f4a2c72f27 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. Yoon" <1242029+jaeyeun97@users.noreply.github.com> Date: Sat, 14 Dec 2019 03:08:48 +0900 Subject: [PATCH 02/18] Inverse Mel Scale Docs --- docs/source/transforms.rst | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/docs/source/transforms.rst b/docs/source/transforms.rst index b460115a88..78a842916e 100644 --- a/docs/source/transforms.rst +++ b/docs/source/transforms.rst @@ -37,6 +37,14 @@ Transforms are common audio transforms. They can be chained together using :clas .. automethod:: forward +:hidden:`InverseMelScale` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +.. autoclass:: InverseMelScale + + .. automethod:: forward + + :hidden:`MelSpectrogram` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ From 90602f017507312b17dc31d9079b91710886c200 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. 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HcmV?d00001 diff --git a/test.py b/test.py new file mode 100644 index 0000000000..1c6c732b6c --- /dev/null +++ b/test.py @@ -0,0 +1,64 @@ +import os +import math +import torch +import torchaudio +import torchaudio.functional as F +import torchaudio.transforms as transforms +import librosa.display +import matplotlib +import matplotlib.pyplot as plt + +import IPython + +# tensor = torch.rand((1, 22050 * 2)) +# sr = 16000 +# freq = 440 +# volume = .3 +# tensor = (torch.cos(2 * math.pi * torch.arange(0, 4 * sr).float() * freq / sr)) +# tensor = tensor.unsqueeze_(0) +# input_path = os.path.join('./test/assets', 'sinewave.wav') +input_path = os.path.join('./test/assets', 'steam-train-whistle-daniel_simon.mp3') +tensor, sr = torchaudio.load(input_path) +tensor = tensor.mean(dim=0, keepdim=True) +print(tensor.size()) + +n_fft = 2048 +spectrogram = transforms.Spectrogram(n_fft=n_fft, hop_length=n_fft//4) +# griffinlim = transforms.GriffinLim(n_fft=n_fft, hop_length=n_fft//4, length=tensor.size(-1)) +melscale = transforms.MelScale(n_mels=256, sample_rate=sr, n_stft=n_fft//2+1) +inv_mel = transforms.InverseMelScale(n_mels=256, sample_rate=sr, n_stft=n_fft//2+1) + +method = torch.jit.script(inv_mel) # .cuda() + +spec = spectrogram(tensor) +mel_spec = melscale(spec) +spec_hat = method(mel_spec.cuda()).cpu() +# tensor_hat = griffinlim(spec_hat) + +# +# spec = transform(tensor) +# print(spec.size()) +# no_phase = torch.stack((spec, torch.zeros(*spec.size())), dim=-1) +# no_phase = F.istft(no_phase, n_fft, hop_length=n_fft//4, length=tensor.size(-1)) +# print(no_phase.size()) +# tensor_hat = inverse(spec) +# print(tensor_hat.size()) +# +# print((tensor_hat-tensor).max()) +# print(torch.allclose(tensor, tensor_hat, atol=5e-3)) +# +# matplotlib.use('TkAgg') +# plt.figure() +# plt.subplot(3, 1, 1) +# librosa.display.waveplot(tensor.squeeze(0).numpy(), sr=sr) +# plt.title("Original") +# plt.subplot(3, 1, 2) +# librosa.display.waveplot(no_phase.squeeze(0).numpy(), sr=sr) +# plt.title("iSTFT") +# plt.subplot(3, 1, 3) +# librosa.display.waveplot(tensor_hat.squeeze(0).numpy(), sr=sr) +# plt.title("GriffinLim") +# # plt.tight_layout() +# plt.show() + +IPython.embed() diff --git a/test/test_transforms.py b/test/test_transforms.py index 267ca16384..d5b90f1109 100644 --- a/test/test_transforms.py +++ b/test/test_transforms.py @@ -93,6 +93,10 @@ def test_scriptmodule_MelScale(self): spec_f = torch.rand((1, 6, 201)) _test_script_module(transforms.MelScale, spec_f) + def test_scriptmodule_InverseMelScale(self): + spec_f = torch.rand((1, 128, 6)) + _test_script_module(transforms.InverseMelScale, spec_f, n_stft=201) + def test_melscale_load_save(self): specgram = torch.ones(1, 1000, 100) melscale_transform = transforms.MelScale() diff --git a/tmp.py b/tmp.py new file mode 100644 index 0000000000..6dca22707d --- /dev/null +++ b/tmp.py @@ -0,0 +1,15 @@ +import torch +import torchaudio.functional as F + +# torch.jit.script(F.istft) +tensor = torch.rand((1, 1000)) +n_fft = 400 +ws = 400 +hop = 200 +pad = 0 +window = torch.hann_window(ws) +power = 2 +normalize = False + +print(F.spectrogram(tensor, pad, window, n_fft, hop, ws, power, normalize).size()) + diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index f69100d237..f3814be198 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -277,28 +277,10 @@ def forward(self, melspec): self.fb.resize_(tmp_fb.size()) self.fb.copy_(tmp_fb) - - freq, _ = self.fb.size() # (freq, n_mels) - channel, n_mels, time = melspec.size() # (channel, n_mels, time) - - assert self.n_mels == n_mels - - specgram = torch.zeros(channel, time, freq, requires_grad=True, - dtype=melspec.dtype, device=melspec.device) - optim = torch.optim.LBFGS([specgram]) - - def step_func(): - optim.zero_grad() - diff = melspec - specgram.matmul(self.fb) - loss = diff.pow(2).sum().mul(0.5) - loss.backward() - return loss - - for _ in range(self.n_mels): - optim.step(step_func) - - specgram.requires_grad_(False) - return specgram.clamp(min=0).transpose(-1, -2) + U, S, V = fb.svd() + Z = (1 / S).diag_embed() + fb_inv = V.matmul(Z).matmul(U.transpose(-1, -2)) + return melspec.transpose(-1, -2).matmul(fb_inv).transpose(-1, -2) class MelSpectrogram(torch.nn.Module): From aa819e11023a9bcf03cdfc769b0c070bc64e2abe Mon Sep 17 00:00:00 2001 From: "Charles J.Y. Yoon" <1242029+jaeyeun97@users.noreply.github.com> Date: Sun, 15 Dec 2019 20:46:27 +0900 Subject: [PATCH 04/18] GPU fix --- torchaudio/transforms.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index f3814be198..92cea76732 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -261,7 +261,7 @@ def __init__(self, n_mels=128, sample_rate=16000, f_min=0., f_max=None, n_stft=N fb = torch.empty(0) if n_stft is None else F.create_fb_matrix( n_stft, self.f_min, self.f_max, self.n_mels, self.sample_rate) - self.fb = fb + self.register_buffer('fb', fb) def forward(self, melspec): r""" @@ -277,7 +277,7 @@ def forward(self, melspec): self.fb.resize_(tmp_fb.size()) self.fb.copy_(tmp_fb) - U, S, V = fb.svd() + U, S, V = self.fb.svd() Z = (1 / S).diag_embed() fb_inv = V.matmul(Z).matmul(U.transpose(-1, -2)) return melspec.transpose(-1, -2).matmul(fb_inv).transpose(-1, -2) From 227db1191cd2868658d5dd56e093241c920d5813 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. 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a/test.py b/test.py deleted file mode 100644 index 1c6c732b6c..0000000000 --- a/test.py +++ /dev/null @@ -1,64 +0,0 @@ -import os -import math -import torch -import torchaudio -import torchaudio.functional as F -import torchaudio.transforms as transforms -import librosa.display -import matplotlib -import matplotlib.pyplot as plt - -import IPython - -# tensor = torch.rand((1, 22050 * 2)) -# sr = 16000 -# freq = 440 -# volume = .3 -# tensor = (torch.cos(2 * math.pi * torch.arange(0, 4 * sr).float() * freq / sr)) -# tensor = tensor.unsqueeze_(0) -# input_path = os.path.join('./test/assets', 'sinewave.wav') -input_path = os.path.join('./test/assets', 'steam-train-whistle-daniel_simon.mp3') -tensor, sr = torchaudio.load(input_path) -tensor = tensor.mean(dim=0, keepdim=True) -print(tensor.size()) - -n_fft = 2048 -spectrogram = transforms.Spectrogram(n_fft=n_fft, hop_length=n_fft//4) -# griffinlim = transforms.GriffinLim(n_fft=n_fft, hop_length=n_fft//4, length=tensor.size(-1)) -melscale = transforms.MelScale(n_mels=256, sample_rate=sr, n_stft=n_fft//2+1) -inv_mel = transforms.InverseMelScale(n_mels=256, sample_rate=sr, n_stft=n_fft//2+1) - -method = torch.jit.script(inv_mel) # .cuda() - -spec = spectrogram(tensor) -mel_spec = melscale(spec) -spec_hat = method(mel_spec.cuda()).cpu() -# tensor_hat = griffinlim(spec_hat) - -# -# spec = transform(tensor) -# print(spec.size()) -# no_phase = torch.stack((spec, torch.zeros(*spec.size())), dim=-1) -# no_phase = F.istft(no_phase, n_fft, hop_length=n_fft//4, length=tensor.size(-1)) -# print(no_phase.size()) -# tensor_hat = inverse(spec) -# print(tensor_hat.size()) -# -# print((tensor_hat-tensor).max()) -# print(torch.allclose(tensor, tensor_hat, atol=5e-3)) -# -# matplotlib.use('TkAgg') -# plt.figure() -# plt.subplot(3, 1, 1) -# librosa.display.waveplot(tensor.squeeze(0).numpy(), sr=sr) -# plt.title("Original") -# plt.subplot(3, 1, 2) -# librosa.display.waveplot(no_phase.squeeze(0).numpy(), sr=sr) -# plt.title("iSTFT") -# plt.subplot(3, 1, 3) -# librosa.display.waveplot(tensor_hat.squeeze(0).numpy(), sr=sr) -# plt.title("GriffinLim") -# # plt.tight_layout() -# plt.show() - -IPython.embed() diff --git a/tmp.py b/tmp.py deleted file mode 100644 index 6dca22707d..0000000000 --- a/tmp.py +++ /dev/null @@ -1,15 +0,0 @@ -import torch -import torchaudio.functional as F - -# torch.jit.script(F.istft) -tensor = torch.rand((1, 1000)) -n_fft = 400 -ws = 400 -hop = 200 -pad = 0 -window = torch.hann_window(ws) -power = 2 -normalize = False - -print(F.spectrogram(tensor, pad, window, n_fft, hop, ws, power, normalize).size()) - From d1e2cd2d1f75e042ac670e2298408cf6c9b9bac4 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. Yoon" <1242029+jaeyeun97@users.noreply.github.com> Date: Mon, 16 Dec 2019 01:22:50 +0900 Subject: [PATCH 06/18] Even better one, but does not support JITability. --- torchaudio/transforms.py | 46 ++++++++++++++++++++++++++++++++++------ 1 file changed, 39 insertions(+), 7 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index 92cea76732..416376eb80 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -238,7 +238,8 @@ class InverseMelScale(torch.nn.Module): r"""Solve for a normal STFT from a mel frequency STFT, using a conversion matrix. This uses triangular filter banks. - User can control which device the filter bank (`fb`) is (e.g. fb.to(spec_f.device)). + It minimizes the euclidian norm between the input mel-spectrogram and the product between + the estimated spectrogram and the filter banks using SGD. Args: n_mels (int): Number of mel filterbanks. (Default: ``128``) @@ -247,15 +248,25 @@ class InverseMelScale(torch.nn.Module): f_max (float, optional): Maximum frequency. (Default: ``sample_rate // 2``) n_stft (int, optional): Number of bins in STFT. Calculated from first input if None is given. See ``n_fft`` in :class:`Spectrogram`. + max_iter (int): Maximum number of optimization iterations. + tolerance_loss (float): Value of loss to stop optimization at. + tolerance_change (float): Difference in losses to stop optimization at. + sgdargs (dict): Arguments for the SGD optimizer. """ - __constants__ = ['n_mels', 'sample_rate', 'f_min', 'f_max'] + __constants__ = ['n_mels', 'sample_rate', 'f_min', 'f_max', 'max_iter', 'tolerance_loss', + 'tolerance_change', 'sgdargs'] - def __init__(self, n_mels=128, sample_rate=16000, f_min=0., f_max=None, n_stft=None): + def __init__(self, n_mels=128, sample_rate=16000, f_min=0., f_max=None, n_stft=None, max_iter=100000, + tolerance_loss=1e-5, tolerance_change=1e-8, sgdargs={'lr': 0.1, 'momentum': 0.9}): super(InverseMelScale, self).__init__() self.n_mels = n_mels self.sample_rate = sample_rate self.f_max = f_max if f_max is not None else float(sample_rate // 2) self.f_min = f_min + self.max_iter = max_iter + self.tolerance_loss = tolerance_loss + self.tolerance_change = tolerance_change + self.sgdargs = sgdargs assert f_min <= self.f_max, 'Require f_min: %f < f_max: %f' % (f_min, self.f_max) @@ -277,10 +288,31 @@ def forward(self, melspec): self.fb.resize_(tmp_fb.size()) self.fb.copy_(tmp_fb) - U, S, V = self.fb.svd() - Z = (1 / S).diag_embed() - fb_inv = V.matmul(Z).matmul(U.transpose(-1, -2)) - return melspec.transpose(-1, -2).matmul(fb_inv).transpose(-1, -2) + freq, _ = self.fb.size() # (freq, n_mels) + channel, n_mels, time = melspec.size() # (channel, n_mels, time) + melspec = melspec.transpose(-1, -2) + + assert self.n_mels == n_mels + + specgram = torch.rand(channel, time, freq, requires_grad=True, + dtype=melspec.dtype, device=melspec.device) + + optim = torch.optim.SGD([specgram], **self.sgdargs) + + loss = float('inf') + for _ in range(self.max_iter): + optim.zero_grad() + diff = melspec - specgram.matmul(self.fb) + new_loss = diff.pow(2).sum() + new_loss.backward() + optim.step() + specgram.data = specgram.data.clamp(min=0) + + if new_loss < self.tolerance_loss and new_loss - loss < self.tolerance_change: + break + + specgram.requires_grad_(False) + return specgram.clamp(min=0).transpose(-1, -2) class MelSpectrogram(torch.nn.Module): From c57e01b1cb33ab4476bb116561c618f4aa4cc2f3 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. Yoon" <1242029+jaeyeun97@users.noreply.github.com> Date: Mon, 16 Dec 2019 01:23:29 +0900 Subject: [PATCH 07/18] Remove JITability test --- test/test_transforms.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/test/test_transforms.py b/test/test_transforms.py index d5b90f1109..267ca16384 100644 --- a/test/test_transforms.py +++ b/test/test_transforms.py @@ -93,10 +93,6 @@ def test_scriptmodule_MelScale(self): spec_f = torch.rand((1, 6, 201)) _test_script_module(transforms.MelScale, spec_f) - def test_scriptmodule_InverseMelScale(self): - spec_f = torch.rand((1, 128, 6)) - _test_script_module(transforms.InverseMelScale, spec_f, n_stft=201) - def test_melscale_load_save(self): specgram = torch.ones(1, 1000, 100) melscale_transform = transforms.MelScale() From b5cec065c02e0d37b6b704a1e048abc0de975f07 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. Yoon" <1242029+jaeyeun97@users.noreply.github.com> Date: Mon, 16 Dec 2019 01:26:14 +0900 Subject: [PATCH 08/18] Flake8 --- torchaudio/transforms.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index 416376eb80..da54d7ef24 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -239,7 +239,7 @@ class InverseMelScale(torch.nn.Module): matrix. This uses triangular filter banks. It minimizes the euclidian norm between the input mel-spectrogram and the product between - the estimated spectrogram and the filter banks using SGD. + the estimated spectrogram and the filter banks using SGD. Args: n_mels (int): Number of mel filterbanks. (Default: ``128``) @@ -288,19 +288,19 @@ def forward(self, melspec): self.fb.resize_(tmp_fb.size()) self.fb.copy_(tmp_fb) - freq, _ = self.fb.size() # (freq, n_mels) + freq, _ = self.fb.size() # (freq, n_mels) channel, n_mels, time = melspec.size() # (channel, n_mels, time) melspec = melspec.transpose(-1, -2) assert self.n_mels == n_mels - + specgram = torch.rand(channel, time, freq, requires_grad=True, dtype=melspec.dtype, device=melspec.device) - + optim = torch.optim.SGD([specgram], **self.sgdargs) loss = float('inf') - for _ in range(self.max_iter): + for _ in range(self.max_iter): optim.zero_grad() diff = melspec - specgram.matmul(self.fb) new_loss = diff.pow(2).sum() From 297d80a6e6946703c3e8b3c97303e8b22c2d81d9 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. Yoon" <1242029+jaeyeun97@users.noreply.github.com> Date: Tue, 24 Dec 2019 20:07:08 +0900 Subject: [PATCH 09/18] n_stft is a must --- torchaudio/transforms.py | 14 ++++---------- 1 file changed, 4 insertions(+), 10 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index da54d7ef24..dee6f197c3 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -253,10 +253,10 @@ class InverseMelScale(torch.nn.Module): tolerance_change (float): Difference in losses to stop optimization at. sgdargs (dict): Arguments for the SGD optimizer. """ - __constants__ = ['n_mels', 'sample_rate', 'f_min', 'f_max', 'max_iter', 'tolerance_loss', + __constants__ = ['n_stft', 'n_mels', 'sample_rate', 'f_min', 'f_max', 'max_iter', 'tolerance_loss', 'tolerance_change', 'sgdargs'] - def __init__(self, n_mels=128, sample_rate=16000, f_min=0., f_max=None, n_stft=None, max_iter=100000, + def __init__(self, n_stft=None, n_mels=128, sample_rate=16000, f_min=0., f_max=None, max_iter=100000, tolerance_loss=1e-5, tolerance_change=1e-8, sgdargs={'lr': 0.1, 'momentum': 0.9}): super(InverseMelScale, self).__init__() self.n_mels = n_mels @@ -269,9 +269,9 @@ def __init__(self, n_mels=128, sample_rate=16000, f_min=0., f_max=None, n_stft=N self.sgdargs = sgdargs assert f_min <= self.f_max, 'Require f_min: %f < f_max: %f' % (f_min, self.f_max) + assert n_stft is not None, 'n_stft not set' - fb = torch.empty(0) if n_stft is None else F.create_fb_matrix( - n_stft, self.f_min, self.f_max, self.n_mels, self.sample_rate) + fb = F.create_fb_matrix(n_stft, self.f_min, self.f_max, self.n_mels, self.sample_rate) self.register_buffer('fb', fb) def forward(self, melspec): @@ -282,12 +282,6 @@ def forward(self, melspec): Returns: torch.Tensor: Linear scale spectrogram of size (channel, freq, time) """ - if self.fb.numel() == 0: - tmp_fb = F.create_fb_matrix(melspec.size(1), self.f_min, self.f_max, self.n_mels, self.sample_rate) - # Attributes cannot be reassigned outside __init__ so workaround - self.fb.resize_(tmp_fb.size()) - self.fb.copy_(tmp_fb) - freq, _ = self.fb.size() # (freq, n_mels) channel, n_mels, time = melspec.size() # (channel, n_mels, time) melspec = melspec.transpose(-1, -2) From 7f44b623e7af8cfe3cdac4f4c21d52e4cf4330f3 Mon Sep 17 00:00:00 2001 From: "Charles J.Y. Yoon" <1242029+jaeyeun97@users.noreply.github.com> Date: Sat, 29 Feb 2020 01:43:52 +0900 Subject: [PATCH 10/18] Support arbitrary batch dimensions. --- torchaudio/transforms.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index dee6f197c3..df5acd90f3 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -283,12 +283,12 @@ def forward(self, melspec): torch.Tensor: Linear scale spectrogram of size (channel, freq, time) """ freq, _ = self.fb.size() # (freq, n_mels) - channel, n_mels, time = melspec.size() # (channel, n_mels, time) + *batch, n_mels, time = melspec.size() melspec = melspec.transpose(-1, -2) assert self.n_mels == n_mels - specgram = torch.rand(channel, time, freq, requires_grad=True, + specgram = torch.rand(*batch, time, freq, requires_grad=True, dtype=melspec.dtype, device=melspec.device) optim = torch.optim.SGD([specgram], **self.sgdargs) From 2e80d9fd6686ff4acb058200714262ec8b56aa17 Mon Sep 17 00:00:00 2001 From: moto <855818+mthrok@users.noreply.github.com> Date: Wed, 26 Feb 2020 17:04:56 -0500 Subject: [PATCH 11/18] minor clean up of initialization --- torchaudio/transforms.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index df5acd90f3..c42600a067 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -242,12 +242,11 @@ class InverseMelScale(torch.nn.Module): the estimated spectrogram and the filter banks using SGD. Args: + n_stft (int): Number of bins in STFT. See ``n_fft`` in :class:`Spectrogram`. n_mels (int): Number of mel filterbanks. (Default: ``128``) sample_rate (int): Sample rate of audio signal. (Default: ``16000``) f_min (float): Minimum frequency. (Default: ``0.``) f_max (float, optional): Maximum frequency. (Default: ``sample_rate // 2``) - n_stft (int, optional): Number of bins in STFT. Calculated from first input - if None is given. See ``n_fft`` in :class:`Spectrogram`. max_iter (int): Maximum number of optimization iterations. tolerance_loss (float): Value of loss to stop optimization at. tolerance_change (float): Difference in losses to stop optimization at. @@ -256,20 +255,19 @@ class InverseMelScale(torch.nn.Module): __constants__ = ['n_stft', 'n_mels', 'sample_rate', 'f_min', 'f_max', 'max_iter', 'tolerance_loss', 'tolerance_change', 'sgdargs'] - def __init__(self, n_stft=None, n_mels=128, sample_rate=16000, f_min=0., f_max=None, max_iter=100000, - tolerance_loss=1e-5, tolerance_change=1e-8, sgdargs={'lr': 0.1, 'momentum': 0.9}): + def __init__(self, n_stft, n_mels=128, sample_rate=16000, f_min=0., f_max=None, max_iter=100000, + tolerance_loss=1e-5, tolerance_change=1e-8, sgdargs=None): super(InverseMelScale, self).__init__() self.n_mels = n_mels self.sample_rate = sample_rate - self.f_max = f_max if f_max is not None else float(sample_rate // 2) + self.f_max = f_max or float(sample_rate // 2) self.f_min = f_min self.max_iter = max_iter self.tolerance_loss = tolerance_loss self.tolerance_change = tolerance_change - self.sgdargs = sgdargs + self.sgdargs = sgdargs or {'lr': 0.1, 'momentum': 0.9} assert f_min <= self.f_max, 'Require f_min: %f < f_max: %f' % (f_min, self.f_max) - assert n_stft is not None, 'n_stft not set' fb = F.create_fb_matrix(n_stft, self.f_min, self.f_max, self.n_mels, self.sample_rate) self.register_buffer('fb', fb) From 75c2591987ca640a7b1341725e0c21c658011e95 Mon Sep 17 00:00:00 2001 From: moto <855818+mthrok@users.noreply.github.com> Date: Wed, 26 Feb 2020 18:57:33 -0500 Subject: [PATCH 12/18] Add librosa consistency test This PR follows up #366 and adds test for `InverseMelScale` (and `MelScale`) for librosa compatibility. For `MelScale` compatibility test; 1. Generate spectrogram 2. Feed the spectrogram to `torchaudio.transforms.MelScale` instance 3. Feed the spectrogram to `librosa.feature.melspectrogram` function. 4. Compare the result from 2 and 3 elementwise. Element-wise numerical comparison is possible because under the hood their implementations use the same algorith. For `InverseMelScale` compatibility test, it is more elaborated than that. 1. Generate the original spectrogram 2. Convert the original spectrogram to Mel scale using `torchaudio.transforms.MelScale` instance 3. Reconstruct spectrogram using torchaudio implementation 3.1. Feed the Mel spectrogram to `torchaudio.transforms.InverseMelScale` instance and get reconstructed spectrogram. 3.2. Compute the sum of element-wise P1 distance of the original spectrogram and that from 3.1. 4. Reconstruct spectrogram using librosa 4.1. Feed the Mel spectrogram to `librosa.feature.inverse.mel_to_stft` function and get reconstructed spectrogram. 4.2. Compute the sum of element-wise P1 distance of the original spectrogram and that from 4.1. (this is the reference.) 5. Check that resulting P1 distance are in a roughly same value range. Element-wise numerical comparison is not possible due to the difference algorithms used to compute the inverse. The reconstructed spectrograms can have some values vary in magnitude. Therefore the strategy here is to check that P1 distance (reconstruction loss) is not that different from the value obtained using `librosa`. For this purpose, threshold was empirically chosen ``` print('p1 dist (orig <-> ta):', torch.dist(spec_orig, spec_ta, p=1)) print('p1 dist (orig <-> lr):', torch.dist(spec_orig, spec_lr, p=1)) >>> p1 dist (orig <-> ta): tensor(1482.1917) >>> p1 dist (orig <-> lr): tensor(1420.7103) ``` This value can vary based on the length and the kind of the signal being processed, so it was handpicked. --- test/test_transforms.py | 126 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 126 insertions(+) diff --git a/test/test_transforms.py b/test/test_transforms.py index 267ca16384..3fd8db1bef 100644 --- a/test/test_transforms.py +++ b/test/test_transforms.py @@ -11,6 +11,7 @@ import common_utils if IMPORT_LIBROSA: + import numpy as np import librosa if IMPORT_SCIPY: @@ -509,5 +510,130 @@ def test_scriptmodule_TimeMasking(self): _test_script_module(transforms.TimeMasking, tensor, time_mask_param=30, iid_masks=False) +class TestLibrosaConsistency(unittest.TestCase): + test_dirpath = None + test_dir = None + + @classmethod + def setUpClass(cls): + cls.test_dirpath, cls.test_dir = common_utils.create_temp_assets_dir() + + def _to_librosa(self, sound): + return sound.cpu().numpy().squeeze() + + def _get_sample_data(self, *asset_paths, **kwargs): + file_path = os.path.join(self.test_dirpath, 'assets', *asset_paths) + + sound, sample_rate = torchaudio.load(file_path, **kwargs) + return sound.mean(dim=0, keepdim=True), sample_rate + + @unittest.skipIf(not IMPORT_LIBROSA, 'Librosa is not available') + def test_MelScale(self): + """MelScale transform is comparable to that of librosa""" + n_fft = 2048 + n_mels = 256 + hop_length = n_fft // 4 + + # Prepare spectrogram input. We use torchaudio to compute one. + sound, sample_rate = self._get_sample_data('whitenoise_1min.mp3') + spec_ta = F.spectrogram( + sound, pad=0, window=torch.hann_window(n_fft), n_fft=n_fft, + hop_length=hop_length, win_length=n_fft, power=2, normalized=False) + spec_lr = spec_ta.cpu().numpy().squeeze() + # Perform MelScale with torchaudio and librosa + melspec_ta = transforms.MelScale(n_mels=n_mels, sample_rate=sample_rate)(spec_ta) + melspec_lr = librosa.feature.melspectrogram( + S=spec_lr, sr=sample_rate, n_fft=n_fft, hop_length=hop_length, + win_length=n_fft, center=True, window='hann', n_mels=n_mels, htk=True, norm=None) + # Note: Using relaxed rtol instead of atol + assert torch.allclose(melspec_ta, torch.from_numpy(melspec_lr[None, ...]), rtol=1e-3) + + @unittest.skipIf(not IMPORT_LIBROSA, 'Librosa is not available') + def test_InverseMelScale(self): + """InverseMelScale transform is comparable to that of librosa""" + n_fft = 2048 + n_mels = 256 + n_stft = n_fft // 2 + 1 + hop_length = n_fft // 4 + + # Prepare mel spectrogram input. We use torchaudio to compute one. + sound, sample_rate = self._get_sample_data( + 'steam-train-whistle-daniel_simon.wav', offset=2**10, num_frames=2**14) + spec_orig = F.spectrogram( + sound, pad=0, window=torch.hann_window(n_fft), n_fft=n_fft, + hop_length=hop_length, win_length=n_fft, power=2, normalized=False) + melspec_ta = transforms.MelScale(n_mels=n_mels, sample_rate=sample_rate)(spec_orig) + melspec_lr = melspec_ta.cpu().numpy().squeeze() + # Perform InverseMelScale with torch audio and librosa + spec_ta = transforms.InverseMelScale( + n_stft, n_mels=n_mels, sample_rate=sample_rate)(melspec_ta) + spec_lr = librosa.feature.inverse.mel_to_stft( + melspec_lr, sr=sample_rate, n_fft=n_fft, power=2.0, htk=True, norm=None) + spec_lr = torch.from_numpy(spec_lr[None, ...]) + + # Align dimensions + # librosa does not return power spectrogram + spec_orig = spec_orig.sqrt() + spec_ta = spec_ta.sqrt() + + # For debug + # _plot_melspecs(sample_rate, spec_orig, spec_ta, spec_lr) + + # The spectrograms reconstructed by librosa and torchaudio are not very comparable elementwise. + threshold = 2.5 + # This is because they use different approximation algorithms and resulting values can live + # in different magniude. + # See https://github.com/pytorch/audio/pull/366 for the discussion of the choice of algorithm + # To get this number do the following and pick something bigger than that; + # print('p1 dist ( lr <-> ta):', torch.dist(spec_lr, spec_ta, p=float('inf'))) + assert torch.allclose(spec_ta, spec_lr, atol=threshold) + + threshold = 1500.0 + # This threshold was choosen empirically, based on the following observations + # print('p1 dist (orig <-> ta):', torch.dist(spec_orig, spec_ta, p=1)) + # print('p1 dist (orig <-> lr):', torch.dist(spec_orig, spec_lr, p=1)) + # print('p1 dist ( lr <-> ta):', torch.dist(spec_lr, spec_ta, p=1)) + # >>> p1 dist (orig <-> ta): tensor(1482.1917) + # >>> p1 dist (orig <-> lr): tensor(1420.7103) + # >>> p1 dist ( lr <-> ta): tensor(881.7889) + assert torch.dist(spec_orig, spec_ta, p=1) < threshold + + +def _plot_melspecs(sample_rate, spec_original, spec_ta, spec_lr): + """Helper function for debugging test_InverseMelScale. Plot spectrogram + + # Taken from https://gist.github.com/jaeyeun97/8651dff509d5b084636ac6c3a7547108 + # Thanks @jaeyeun97 + """ + def log_mag(spec): + ref = spec.max().clamp(1e-16).log10_() + spec = spec.clamp(1e-16).log10().sub_(ref).mul_(20).clamp(min=-80) + return spec.squeeze().numpy() + + spec_original = log_mag(spec_original) + spec_ta = log_mag(spec_ta) + spec_lr = log_mag(spec_lr) + + import librosa.display + import matplotlib + import matplotlib.pyplot as plt + + matplotlib.use('TkAgg') + plt.figure(figsize=(20, 10)) + + plt.subplot(3, 1, 1) + librosa.display.specshow(spec_original, sr=sample_rate) + plt.title('Original') + + plt.subplot(3, 1, 2) + librosa.display.specshow(spec_lr, sr=sample_rate) + plt.title('Librosa') + + plt.subplot(3, 1, 3) + librosa.display.specshow(spec_ta, sr=sample_rate) + plt.title('Torchaudio') + plt.savefig(f'test_InverseMelScale.png') + + if __name__ == '__main__': unittest.main() From e9852999bbc4a04049ee7bad38b94f85d4b632bf Mon Sep 17 00:00:00 2001 From: moto <855818+mthrok@users.noreply.github.com> Date: Fri, 28 Feb 2020 10:12:02 -0500 Subject: [PATCH 13/18] Address review feedbacks --- test/test_transforms.py | 65 ++++++++++------------------------------- 1 file changed, 16 insertions(+), 49 deletions(-) diff --git a/test/test_transforms.py b/test/test_transforms.py index 3fd8db1bef..ac715612a8 100644 --- a/test/test_transforms.py +++ b/test/test_transforms.py @@ -576,64 +576,31 @@ def test_InverseMelScale(self): spec_orig = spec_orig.sqrt() spec_ta = spec_ta.sqrt() - # For debug - # _plot_melspecs(sample_rate, spec_orig, spec_ta, spec_lr) - - # The spectrograms reconstructed by librosa and torchaudio are not very comparable elementwise. threshold = 2.5 + # This threshold was choosen empirically, based on the following observation + # + # torch.dist(spec_lr, spec_ta, p=float('inf')) + # >>> tensor(2.3826) + # + # The spectrograms reconstructed by librosa and torchaudio are not very comparable elementwise. # This is because they use different approximation algorithms and resulting values can live - # in different magniude. + # in different magnitude. (although most of them are very close) # See https://github.com/pytorch/audio/pull/366 for the discussion of the choice of algorithm - # To get this number do the following and pick something bigger than that; - # print('p1 dist ( lr <-> ta):', torch.dist(spec_lr, spec_ta, p=float('inf'))) + # See https://github.com/pytorch/audio/pull/448/files#r385747021 for the distribution of P-inf + # distance over frequencies. assert torch.allclose(spec_ta, spec_lr, atol=threshold) threshold = 1500.0 # This threshold was choosen empirically, based on the following observations - # print('p1 dist (orig <-> ta):', torch.dist(spec_orig, spec_ta, p=1)) - # print('p1 dist (orig <-> lr):', torch.dist(spec_orig, spec_lr, p=1)) - # print('p1 dist ( lr <-> ta):', torch.dist(spec_lr, spec_ta, p=1)) - # >>> p1 dist (orig <-> ta): tensor(1482.1917) - # >>> p1 dist (orig <-> lr): tensor(1420.7103) - # >>> p1 dist ( lr <-> ta): tensor(881.7889) + # + # torch.dist(spec_orig, spec_ta, p=1) + # >>> tensor(1482.1917) + # torch.dist(spec_orig, spec_lr, p=1) + # >>> tensor(1420.7103) + # torch.dist(spec_lr, spec_ta, p=1) + # >>> tensor(881.7889) assert torch.dist(spec_orig, spec_ta, p=1) < threshold -def _plot_melspecs(sample_rate, spec_original, spec_ta, spec_lr): - """Helper function for debugging test_InverseMelScale. Plot spectrogram - - # Taken from https://gist.github.com/jaeyeun97/8651dff509d5b084636ac6c3a7547108 - # Thanks @jaeyeun97 - """ - def log_mag(spec): - ref = spec.max().clamp(1e-16).log10_() - spec = spec.clamp(1e-16).log10().sub_(ref).mul_(20).clamp(min=-80) - return spec.squeeze().numpy() - - spec_original = log_mag(spec_original) - spec_ta = log_mag(spec_ta) - spec_lr = log_mag(spec_lr) - - import librosa.display - import matplotlib - import matplotlib.pyplot as plt - - matplotlib.use('TkAgg') - plt.figure(figsize=(20, 10)) - - plt.subplot(3, 1, 1) - librosa.display.specshow(spec_original, sr=sample_rate) - plt.title('Original') - - plt.subplot(3, 1, 2) - librosa.display.specshow(spec_lr, sr=sample_rate) - plt.title('Librosa') - - plt.subplot(3, 1, 3) - librosa.display.specshow(spec_ta, sr=sample_rate) - plt.title('Torchaudio') - plt.savefig(f'test_InverseMelScale.png') - - if __name__ == '__main__': unittest.main() From de3e42604eb656ed42e58b857f24bd699ae4c78d Mon Sep 17 00:00:00 2001 From: moto <855818+mthrok@users.noreply.github.com> Date: Fri, 28 Feb 2020 15:05:14 -0500 Subject: [PATCH 14/18] Add batch test --- test/test_transforms.py | 22 ++++++++++++++++++++-- torchaudio/transforms.py | 6 ++++-- 2 files changed, 24 insertions(+), 4 deletions(-) diff --git a/test/test_transforms.py b/test/test_transforms.py index ac715612a8..07a20eb0e4 100644 --- a/test/test_transforms.py +++ b/test/test_transforms.py @@ -11,7 +11,6 @@ import common_utils if IMPORT_LIBROSA: - import numpy as np import librosa if IMPORT_SCIPY: @@ -411,6 +410,25 @@ def test_batch_MelScale(self): self.assertTrue(computed.shape == expected.shape, (computed.shape, expected.shape)) self.assertTrue(torch.allclose(computed, expected)) + def test_batch_InverseMelScale(self): + n_fft = 8 + n_mels = 32 + n_stft = 5 + mel_spec = torch.randn(2, n_mels, 32) ** 2 + + # Single then transform then batch + expected = transforms.InverseMelScale(n_stft, n_mels)(mel_spec).repeat(3, 1, 1, 1) + + # Batch then transform + computed = transforms.InverseMelScale(n_stft, n_mels)(mel_spec.repeat(3, 1, 1, 1)) + + # shape = (3, 2, n_mels, 32) + self.assertTrue(computed.shape == expected.shape, (computed.shape, expected.shape)) + + # Because InverseMelScale runs SGD on randomly initialized values so they do not yield + # exactly same result. For this reason, tolerance is very relaxed here. + self.assertTrue(torch.allclose(computed, expected, atol=1.0)) + def test_batch_compute_deltas(self): specgram = torch.randn(2, 31, 2786) @@ -572,7 +590,7 @@ def test_InverseMelScale(self): spec_lr = torch.from_numpy(spec_lr[None, ...]) # Align dimensions - # librosa does not return power spectrogram + # librosa does not return power spectrogram while torchaudio returns power spectrogram spec_orig = spec_orig.sqrt() spec_ta = spec_ta.sqrt() diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index c42600a067..575a7e3d92 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -281,12 +281,14 @@ def forward(self, melspec): torch.Tensor: Linear scale spectrogram of size (channel, freq, time) """ freq, _ = self.fb.size() # (freq, n_mels) - *batch, n_mels, time = melspec.size() + shape = melspec.size() + n_mels, time = shape[-2], shape[-1] melspec = melspec.transpose(-1, -2) assert self.n_mels == n_mels - specgram = torch.rand(*batch, time, freq, requires_grad=True, + spec_shape = list(shape[:-2]) + [time, freq] + specgram = torch.rand(spec_shape, requires_grad=True, dtype=melspec.dtype, device=melspec.device) optim = torch.optim.SGD([specgram], **self.sgdargs) From b36568a2c10290ae1d4f930e7e57da84b63cc0e8 Mon Sep 17 00:00:00 2001 From: moto <855818+mthrok@users.noreply.github.com> Date: Fri, 28 Feb 2020 15:39:11 -0500 Subject: [PATCH 15/18] Use view for batch --- torchaudio/transforms.py | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index 575a7e3d92..bb9c76878a 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -280,15 +280,16 @@ def forward(self, melspec): Returns: torch.Tensor: Linear scale spectrogram of size (channel, freq, time) """ - freq, _ = self.fb.size() # (freq, n_mels) + # pack batch shape = melspec.size() + melspec = melspec.view(-1, shape[-2], shape[-1]) + n_mels, time = shape[-2], shape[-1] + freq, _ = self.fb.size() # (freq, n_mels) melspec = melspec.transpose(-1, -2) - assert self.n_mels == n_mels - spec_shape = list(shape[:-2]) + [time, freq] - specgram = torch.rand(spec_shape, requires_grad=True, + specgram = torch.rand(melspec.size()[0], time, freq, requires_grad=True, dtype=melspec.dtype, device=melspec.device) optim = torch.optim.SGD([specgram], **self.sgdargs) @@ -306,7 +307,11 @@ def forward(self, melspec): break specgram.requires_grad_(False) - return specgram.clamp(min=0).transpose(-1, -2) + specgram = specgram.clamp(min=0).transpose(-1, -2) + + # unpack batch + specgram = specgram.view(shape[:-2] + (freq, time)) + return specgram class MelSpectrogram(torch.nn.Module): From 668f0f67e0937046b814253d4146c80db3ef7c2f Mon Sep 17 00:00:00 2001 From: moto <855818+mthrok@users.noreply.github.com> Date: Fri, 28 Feb 2020 15:49:51 -0500 Subject: [PATCH 16/18] fix sgd --- torchaudio/transforms.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index bb9c76878a..49aace740d 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -298,13 +298,15 @@ def forward(self, melspec): for _ in range(self.max_iter): optim.zero_grad() diff = melspec - specgram.matmul(self.fb) - new_loss = diff.pow(2).sum() + new_loss = diff.pow(2).sum(axis=2).mean() new_loss.backward() optim.step() specgram.data = specgram.data.clamp(min=0) - if new_loss < self.tolerance_loss and new_loss - loss < self.tolerance_change: + new_loss = new_loss.item() + if new_loss < self.tolerance_loss or abs(loss - new_loss) < self.tolerance_change: break + loss = new_loss specgram.requires_grad_(False) specgram = specgram.clamp(min=0).transpose(-1, -2) From 61379165cc544f6ca1bc8a3e663393b1ed66b99e Mon Sep 17 00:00:00 2001 From: moto <855818+mthrok@users.noreply.github.com> Date: Fri, 28 Feb 2020 17:17:29 -0500 Subject: [PATCH 17/18] Use negative indices and update docstring --- torchaudio/transforms.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/torchaudio/transforms.py b/torchaudio/transforms.py index 49aace740d..553d2fa403 100644 --- a/torchaudio/transforms.py +++ b/torchaudio/transforms.py @@ -275,10 +275,10 @@ def __init__(self, n_stft, n_mels=128, sample_rate=16000, f_min=0., f_max=None, def forward(self, melspec): r""" Args: - melspec (torch.Tensor): A Mel frequency spectrogram of dimension (channel, ``n_mels``, time) + melspec (torch.Tensor): A Mel frequency spectrogram of dimension (..., ``n_mels``, time) Returns: - torch.Tensor: Linear scale spectrogram of size (channel, freq, time) + torch.Tensor: Linear scale spectrogram of size (..., freq, time) """ # pack batch shape = melspec.size() @@ -298,7 +298,9 @@ def forward(self, melspec): for _ in range(self.max_iter): optim.zero_grad() diff = melspec - specgram.matmul(self.fb) - new_loss = diff.pow(2).sum(axis=2).mean() + new_loss = diff.pow(2).sum(axis=-1).mean() + # take sum over mel-frequency then average over other dimensions + # so that loss threshold is applied par unit timeframe new_loss.backward() optim.step() specgram.data = specgram.data.clamp(min=0) From e142f6b85448e6aa076ba77639dd9fb0cef19e0d Mon Sep 17 00:00:00 2001 From: moto <855818+mthrok@users.noreply.github.com> Date: Fri, 28 Feb 2020 17:42:42 -0500 Subject: [PATCH 18/18] Update threshold --- test/test_transforms.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/test/test_transforms.py b/test/test_transforms.py index 07a20eb0e4..de308ed0ef 100644 --- a/test/test_transforms.py +++ b/test/test_transforms.py @@ -594,11 +594,11 @@ def test_InverseMelScale(self): spec_orig = spec_orig.sqrt() spec_ta = spec_ta.sqrt() - threshold = 2.5 + threshold = 2.0 # This threshold was choosen empirically, based on the following observation # # torch.dist(spec_lr, spec_ta, p=float('inf')) - # >>> tensor(2.3826) + # >>> tensor(1.9666) # # The spectrograms reconstructed by librosa and torchaudio are not very comparable elementwise. # This is because they use different approximation algorithms and resulting values can live @@ -608,15 +608,15 @@ def test_InverseMelScale(self): # distance over frequencies. assert torch.allclose(spec_ta, spec_lr, atol=threshold) - threshold = 1500.0 + threshold = 1700.0 # This threshold was choosen empirically, based on the following observations # # torch.dist(spec_orig, spec_ta, p=1) - # >>> tensor(1482.1917) + # >>> tensor(1644.3516) # torch.dist(spec_orig, spec_lr, p=1) # >>> tensor(1420.7103) # torch.dist(spec_lr, spec_ta, p=1) - # >>> tensor(881.7889) + # >>> tensor(943.2759) assert torch.dist(spec_orig, spec_ta, p=1) < threshold