.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "tutorials/audio_data_augmentation_tutorial.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note Click :ref:`here <sphx_glr_download_tutorials_audio_data_augmentation_tutorial.py>` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_tutorials_audio_data_augmentation_tutorial.py: Audio Data Augmentation ======================= ``torchaudio`` provides a variety of ways to augment audio data. .. GENERATED FROM PYTHON SOURCE LINES 8-16 .. code-block:: default import torch import torchaudio import torchaudio.functional as F print(torch.__version__) print(torchaudio.__version__) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none 1.11.0+cpu 0.11.0+cpu .. GENERATED FROM PYTHON SOURCE LINES 17-20 Preparing data and utility functions (skip this section) -------------------------------------------------------- .. GENERATED FROM PYTHON SOURCE LINES 20-177 .. code-block:: default # @title Prepare data and utility functions. {display-mode: "form"} # @markdown # @markdown You do not need to look into this cell. # @markdown Just execute once and you are good to go. # @markdown # @markdown In this tutorial, we will use a speech data from [VOiCES dataset](https://iqtlabs.github.io/voices/), # @markdown which is licensed under Creative Commos BY 4.0. # ------------------------------------------------------------------------------- # Preparation of data and helper functions. # ------------------------------------------------------------------------------- import math import os import matplotlib.pyplot as plt import requests from IPython.display import Audio, display _SAMPLE_DIR = "_assets" SAMPLE_WAV_URL = "https://pytorch-tutorial-assets.s3.amazonaws.com/steam-train-whistle-daniel_simon.wav" SAMPLE_WAV_PATH = os.path.join(_SAMPLE_DIR, "steam.wav") SAMPLE_RIR_URL = "https://pytorch-tutorial-assets.s3.amazonaws.com/VOiCES_devkit/distant-16k/room-response/rm1/impulse/Lab41-SRI-VOiCES-rm1-impulse-mc01-stu-clo.wav" # noqa: E501 SAMPLE_RIR_PATH = os.path.join(_SAMPLE_DIR, "rir.wav") SAMPLE_WAV_SPEECH_URL = "https://pytorch-tutorial-assets.s3.amazonaws.com/VOiCES_devkit/source-16k/train/sp0307/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav" # noqa: E501 SAMPLE_WAV_SPEECH_PATH = os.path.join(_SAMPLE_DIR, "speech.wav") SAMPLE_NOISE_URL = "https://pytorch-tutorial-assets.s3.amazonaws.com/VOiCES_devkit/distant-16k/distractors/rm1/babb/Lab41-SRI-VOiCES-rm1-babb-mc01-stu-clo.wav" # noqa: E501 SAMPLE_NOISE_PATH = os.path.join(_SAMPLE_DIR, "bg.wav") os.makedirs(_SAMPLE_DIR, exist_ok=True) def _fetch_data(): uri = [ (SAMPLE_WAV_URL, SAMPLE_WAV_PATH), (SAMPLE_RIR_URL, SAMPLE_RIR_PATH), (SAMPLE_WAV_SPEECH_URL, SAMPLE_WAV_SPEECH_PATH), (SAMPLE_NOISE_URL, SAMPLE_NOISE_PATH), ] for url, path in uri: with open(path, "wb") as file_: file_.write(requests.get(url).content) _fetch_data() def _get_sample(path, resample=None): effects = [["remix", "1"]] if resample: effects.extend( [ ["lowpass", f"{resample // 2}"], ["rate", f"{resample}"], ] ) return torchaudio.sox_effects.apply_effects_file(path, effects=effects) def get_sample(*, resample=None): return _get_sample(SAMPLE_WAV_PATH, resample=resample) def get_speech_sample(*, resample=None): return _get_sample(SAMPLE_WAV_SPEECH_PATH, resample=resample) def plot_waveform(waveform, sample_rate, title="Waveform", xlim=None, ylim=None): waveform = waveform.numpy() num_channels, num_frames = waveform.shape time_axis = torch.arange(0, num_frames) / sample_rate figure, axes = plt.subplots(num_channels, 1) if num_channels == 1: axes = [axes] for c in range(num_channels): axes[c].plot(time_axis, waveform[c], linewidth=1) axes[c].grid(True) if num_channels > 1: axes[c].set_ylabel(f"Channel {c+1}") if xlim: axes[c].set_xlim(xlim) if ylim: axes[c].set_ylim(ylim) figure.suptitle(title) plt.show(block=False) def print_stats(waveform, sample_rate=None, src=None): if src: print("-" * 10) print("Source:", src) print("-" * 10) if sample_rate: print("Sample Rate:", sample_rate) print("Shape:", tuple(waveform.shape)) print("Dtype:", waveform.dtype) print(f" - Max: {waveform.max().item():6.3f}") print(f" - Min: {waveform.min().item():6.3f}") print(f" - Mean: {waveform.mean().item():6.3f}") print(f" - Std Dev: {waveform.std().item():6.3f}") print() print(waveform) print() def plot_specgram(waveform, sample_rate, title="Spectrogram", xlim=None): waveform = waveform.numpy() num_channels, num_frames = waveform.shape figure, axes = plt.subplots(num_channels, 1) if num_channels == 1: axes = [axes] for c in range(num_channels): axes[c].specgram(waveform[c], Fs=sample_rate) if num_channels > 1: axes[c].set_ylabel(f"Channel {c+1}") if xlim: axes[c].set_xlim(xlim) figure.suptitle(title) plt.show(block=False) def play_audio(waveform, sample_rate): waveform = waveform.numpy() num_channels, num_frames = waveform.shape if num_channels == 1: return Audio(waveform[0], rate=sample_rate) elif num_channels == 2: return Audio((waveform[0], waveform[1]), rate=sample_rate) else: raise ValueError("Waveform with more than 2 channels are not supported.") def get_rir_sample(*, resample=None, processed=False): rir_raw, sample_rate = _get_sample(SAMPLE_RIR_PATH, resample=resample) if not processed: return rir_raw, sample_rate rir = rir_raw[:, int(sample_rate * 1.01) : int(sample_rate * 1.3)] rir = rir / torch.norm(rir, p=2) rir = torch.flip(rir, [1]) return rir, sample_rate def get_noise_sample(*, resample=None): return _get_sample(SAMPLE_NOISE_PATH, resample=resample) .. GENERATED FROM PYTHON SOURCE LINES 178-212 Applying effects and filtering ------------------------------ :py:func:`torchaudio.sox_effects` allows for directly applying filters similar to those available in ``sox`` to Tensor objects and file object audio sources. There are two functions for this: - :py:func:`torchaudio.sox_effects.apply_effects_tensor` for applying effects to Tensor. - :py:func:`torchaudio.sox_effects.apply_effects_file` for applying effects to other audio sources. Both functions accept effect definitions in the form ``List[List[str]]``. This is mostly consistent with how ``sox`` command works, but one caveat is that ``sox`` adds some effects automatically, whereas ``torchaudio``’s implementation does not. For the list of available effects, please refer to `the sox documentation <http://sox.sourceforge.net/sox.html>`__. **Tip** If you need to load and resample your audio data on the fly, then you can use :py:func:`torchaudio.sox_effects.apply_effects_file` with effect ``"rate"``. **Note** :py:func:`torchaudio.sox_effects.apply_effects_file` accepts a file-like object or path-like object. Similar to :py:func:`torchaudio.load`, when the audio format cannot be inferred from either the file extension or header, you can provide argument ``format`` to specify the format of the audio source. **Note** This process is not differentiable. .. GENERATED FROM PYTHON SOURCE LINES 212-233 .. code-block:: default # Load the data waveform1, sample_rate1 = get_sample(resample=16000) # Define effects effects = [ ["lowpass", "-1", "300"], # apply single-pole lowpass filter ["speed", "0.8"], # reduce the speed # This only changes sample rate, so it is necessary to # add `rate` effect with original sample rate after this. ["rate", f"{sample_rate1}"], ["reverb", "-w"], # Reverbration gives some dramatic feeling ] # Apply effects waveform2, sample_rate2 = torchaudio.sox_effects.apply_effects_tensor(waveform1, sample_rate1, effects) print_stats(waveform1, sample_rate=sample_rate1, src="Original") print_stats(waveform2, sample_rate=sample_rate2, src="Effects Applied") .. rst-class:: sphx-glr-script-out Out: .. code-block:: none ---------- Source: Original ---------- Sample Rate: 16000 Shape: (1, 39680) Dtype: torch.float32 - Max: 0.507 - Min: -0.448 - Mean: -0.000 - Std Dev: 0.122 tensor([[ 0.0007, 0.0076, 0.0122, ..., -0.0049, -0.0025, 0.0020]]) ---------- Source: Effects Applied ---------- Sample Rate: 16000 Shape: (2, 49600) Dtype: torch.float32 - Max: 0.091 - Min: -0.091 - Mean: -0.000 - Std Dev: 0.021 tensor([[0.0000, 0.0000, 0.0000, ..., 0.0069, 0.0058, 0.0045], [0.0000, 0.0000, 0.0000, ..., 0.0085, 0.0085, 0.0085]]) .. GENERATED FROM PYTHON SOURCE LINES 234-238 Note that the number of frames and number of channels are different from those of the original after the effects are applied. Let’s listen to the audio. .. GENERATED FROM PYTHON SOURCE LINES 240-243 Original: ~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 243-248 .. code-block:: default plot_waveform(waveform1, sample_rate1, title="Original", xlim=(-0.1, 3.2)) plot_specgram(waveform1, sample_rate1, title="Original", xlim=(0, 3.04)) play_audio(waveform1, sample_rate1) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_001.png :alt: Original :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_001.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_002.png :alt: Original :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_002.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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GENERATED FROM PYTHON SOURCE LINES 249-252 Effects applied: ~~~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 252-257 .. code-block:: default plot_waveform(waveform2, sample_rate2, title="Effects Applied", xlim=(-0.1, 3.2)) plot_specgram(waveform2, sample_rate2, title="Effects Applied", xlim=(0, 3.04)) play_audio(waveform2, sample_rate2) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_003.png :alt: Effects Applied :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_003.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_004.png :alt: Effects Applied :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_004.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 258-260 Doesn’t it sound more dramatic? .. GENERATED FROM PYTHON SOURCE LINES 262-277 Simulating room reverberation ----------------------------- `Convolution reverb <https://en.wikipedia.org/wiki/Convolution_reverb>`__ is a technique that's used to make clean audio sound as though it has been produced in a different environment. Using Room Impulse Response (RIR), for instance, we can make clean speech sound as though it has been uttered in a conference room. For this process, we need RIR data. The following data are from the VOiCES dataset, but you can record your own — just turn on your microphone and clap your hands. .. GENERATED FROM PYTHON SOURCE LINES 277-287 .. code-block:: default sample_rate = 8000 rir_raw, _ = get_rir_sample(resample=sample_rate) plot_waveform(rir_raw, sample_rate, title="Room Impulse Response (raw)", ylim=None) plot_specgram(rir_raw, sample_rate, title="Room Impulse Response (raw)") play_audio(rir_raw, sample_rate) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_005.png :alt: Room Impulse Response (raw) :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_005.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_006.png :alt: Room Impulse Response (raw) :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_006.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 288-291 First, we need to clean up the RIR. We extract the main impulse, normalize the signal power, then flip along the time axis. .. GENERATED FROM PYTHON SOURCE LINES 291-299 .. code-block:: default rir = rir_raw[:, int(sample_rate * 1.01) : int(sample_rate * 1.3)] rir = rir / torch.norm(rir, p=2) rir = torch.flip(rir, [1]) print_stats(rir) plot_waveform(rir, sample_rate, title="Room Impulse Response", ylim=None) .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_007.png :alt: Room Impulse Response :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_007.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out Out: .. code-block:: none Shape: (1, 2320) Dtype: torch.float32 - Max: 0.395 - Min: -0.286 - Mean: -0.000 - Std Dev: 0.021 tensor([[-0.0052, -0.0076, -0.0071, ..., 0.0184, 0.0173, 0.0070]]) .. GENERATED FROM PYTHON SOURCE LINES 300-302 Then, we convolve the speech signal with the RIR filter. .. GENERATED FROM PYTHON SOURCE LINES 302-308 .. code-block:: default speech, _ = get_speech_sample(resample=sample_rate) speech_ = torch.nn.functional.pad(speech, (rir.shape[1] - 1, 0)) augmented = torch.nn.functional.conv1d(speech_[None, ...], rir[None, ...])[0] .. GENERATED FROM PYTHON SOURCE LINES 309-312 Original: ~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 312-317 .. code-block:: default plot_waveform(speech, sample_rate, title="Original", ylim=None) plot_specgram(speech, sample_rate, title="Original") play_audio(speech, sample_rate) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_008.png :alt: Original :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_008.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_009.png :alt: Original :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_009.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 318-321 RIR applied: ~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 321-327 .. code-block:: default plot_waveform(augmented, sample_rate, title="RIR Applied", ylim=None) plot_specgram(augmented, sample_rate, title="RIR Applied") play_audio(augmented, sample_rate) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_010.png :alt: RIR Applied :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_010.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_011.png :alt: RIR Applied :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_011.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 328-340 Adding background noise ----------------------- To add background noise to audio data, you can simply add a noise Tensor to the Tensor representing the audio data. A common method to adjust the intensity of noise is changing the Signal-to-Noise Ratio (SNR). [`wikipedia <https://en.wikipedia.org/wiki/Signal-to-noise_ratio>`__] $$ \\mathrm{SNR} = \\frac{P_{signal}}{P_{noise}} $$ $$ \\mathrm{SNR_{dB}} = 10 \\log _{{10}} \\mathrm {SNR} $$ .. GENERATED FROM PYTHON SOURCE LINES 340-357 .. code-block:: default sample_rate = 8000 speech, _ = get_speech_sample(resample=sample_rate) noise, _ = get_noise_sample(resample=sample_rate) noise = noise[:, : speech.shape[1]] speech_power = speech.norm(p=2) noise_power = noise.norm(p=2) snr_dbs = [20, 10, 3] noisy_speeches = [] for snr_db in snr_dbs: snr = math.exp(snr_db / 10) scale = snr * noise_power / speech_power noisy_speeches.append((scale * speech + noise) / 2) .. GENERATED FROM PYTHON SOURCE LINES 358-361 Background noise: ~~~~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 361-366 .. code-block:: default plot_waveform(noise, sample_rate, title="Background noise") plot_specgram(noise, sample_rate, title="Background noise") play_audio(noise, sample_rate) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_012.png :alt: Background noise :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_012.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_013.png :alt: Background noise :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_013.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 367-370 SNR 20 dB: ~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 370-376 .. code-block:: default snr_db, noisy_speech = snr_dbs[0], noisy_speeches[0] plot_waveform(noisy_speech, sample_rate, title=f"SNR: {snr_db} [dB]") plot_specgram(noisy_speech, sample_rate, title=f"SNR: {snr_db} [dB]") play_audio(noisy_speech, sample_rate) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_014.png :alt: SNR: 20 [dB] :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_014.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_015.png :alt: SNR: 20 [dB] :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_015.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 377-380 SNR 10 dB: ~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 380-386 .. code-block:: default snr_db, noisy_speech = snr_dbs[1], noisy_speeches[1] plot_waveform(noisy_speech, sample_rate, title=f"SNR: {snr_db} [dB]") plot_specgram(noisy_speech, sample_rate, title=f"SNR: {snr_db} [dB]") play_audio(noisy_speech, sample_rate) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_016.png :alt: SNR: 10 [dB] :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_016.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_017.png :alt: SNR: 10 [dB] :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_017.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 387-390 SNR 3 dB: ~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 390-396 .. code-block:: default snr_db, noisy_speech = snr_dbs[2], noisy_speeches[2] plot_waveform(noisy_speech, sample_rate, title=f"SNR: {snr_db} [dB]") plot_specgram(noisy_speech, sample_rate, title=f"SNR: {snr_db} [dB]") play_audio(noisy_speech, sample_rate) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_018.png :alt: SNR: 3 [dB] :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_018.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_019.png :alt: SNR: 3 [dB] :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_019.png :class: sphx-glr-multi-img .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 397-405 Applying codec to Tensor object ------------------------------- :py:func:`torchaudio.functional.apply_codec` can apply codecs to a Tensor object. **Note** This process is not differentiable. .. GENERATED FROM PYTHON SOURCE LINES 405-423 .. code-block:: default waveform, sample_rate = get_speech_sample(resample=8000) plot_specgram(waveform, sample_rate, title="Original") configs = [ ({"format": "wav", "encoding": "ULAW", "bits_per_sample": 8}, "8 bit mu-law"), ({"format": "gsm"}, "GSM-FR"), ({"format": "mp3", "compression": -9}, "MP3"), ({"format": "vorbis", "compression": -1}, "Vorbis"), ] waveforms = [] for param, title in configs: augmented = F.apply_codec(waveform, sample_rate, **param) plot_specgram(augmented, sample_rate, title=title) waveforms.append(augmented) .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_020.png :alt: Original :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_020.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_021.png :alt: 8 bit mu-law :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_021.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_022.png :alt: GSM-FR :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_022.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_023.png :alt: MP3 :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_023.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_024.png :alt: Vorbis :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_024.png :class: sphx-glr-multi-img .. GENERATED FROM PYTHON SOURCE LINES 424-427 Original: ~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 427-430 .. code-block:: default play_audio(waveform, sample_rate) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 431-434 8 bit mu-law: ~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 434-437 .. code-block:: default play_audio(waveforms[0], sample_rate) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 438-441 GSM-FR: ~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 441-444 .. code-block:: default play_audio(waveforms[1], sample_rate) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 445-448 MP3: ~~~~ .. GENERATED FROM PYTHON SOURCE LINES 448-451 .. code-block:: default play_audio(waveforms[2], sample_rate) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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GENERATED FROM PYTHON SOURCE LINES 452-455 Vorbis: ~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 455-458 .. code-block:: default play_audio(waveforms[3], sample_rate) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 459-466 Simulating a phone recoding --------------------------- Combining the previous techniques, we can simulate audio that sounds like a person talking over a phone in a echoey room with people talking in the background. .. GENERATED FROM PYTHON SOURCE LINES 466-518 .. code-block:: default sample_rate = 16000 original_speech, _ = get_speech_sample(resample=sample_rate) plot_specgram(original_speech, sample_rate, title="Original") # Apply RIR rir, _ = get_rir_sample(resample=sample_rate, processed=True) speech_ = torch.nn.functional.pad(original_speech, (rir.shape[1] - 1, 0)) rir_applied = torch.nn.functional.conv1d(speech_[None, ...], rir[None, ...])[0] plot_specgram(rir_applied, sample_rate, title="RIR Applied") # Add background noise # Because the noise is recorded in the actual environment, we consider that # the noise contains the acoustic feature of the environment. Therefore, we add # the noise after RIR application. noise, _ = get_noise_sample(resample=sample_rate) noise = noise[:, : rir_applied.shape[1]] snr_db = 8 scale = math.exp(snr_db / 10) * noise.norm(p=2) / rir_applied.norm(p=2) bg_added = (scale * rir_applied + noise) / 2 plot_specgram(bg_added, sample_rate, title="BG noise added") # Apply filtering and change sample rate filtered, sample_rate2 = torchaudio.sox_effects.apply_effects_tensor( bg_added, sample_rate, effects=[ ["lowpass", "4000"], [ "compand", "0.02,0.05", "-60,-60,-30,-10,-20,-8,-5,-8,-2,-8", "-8", "-7", "0.05", ], ["rate", "8000"], ], ) plot_specgram(filtered, sample_rate2, title="Filtered") # Apply telephony codec codec_applied = F.apply_codec(filtered, sample_rate2, format="gsm") plot_specgram(codec_applied, sample_rate2, title="GSM Codec Applied") .. rst-class:: sphx-glr-horizontal * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_025.png :alt: Original :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_025.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_026.png :alt: RIR Applied :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_026.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_027.png :alt: BG noise added :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_027.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_028.png :alt: Filtered :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_028.png :class: sphx-glr-multi-img * .. image-sg:: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_029.png :alt: GSM Codec Applied :srcset: /tutorials/images/sphx_glr_audio_data_augmentation_tutorial_029.png :class: sphx-glr-multi-img .. GENERATED FROM PYTHON SOURCE LINES 519-522 Original speech: ~~~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 522-525 .. code-block:: default play_audio(original_speech, sample_rate) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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GENERATED FROM PYTHON SOURCE LINES 526-529 RIR applied: ~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 529-532 .. code-block:: default play_audio(rir_applied, sample_rate) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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GENERATED FROM PYTHON SOURCE LINES 533-536 Background noise added: ~~~~~~~~~~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 536-539 .. code-block:: default play_audio(bg_added, sample_rate) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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GENERATED FROM PYTHON SOURCE LINES 540-543 Filtered: ~~~~~~~~~ .. 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GENERATED FROM PYTHON SOURCE LINES 547-550 Codec aplied: ~~~~~~~~~~~~~ .. 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type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. rst-class:: sphx-glr-timing **Total running time of the script:** ( 0 minutes 7.864 seconds) .. _sphx_glr_download_tutorials_audio_data_augmentation_tutorial.py: .. only :: html .. container:: sphx-glr-footer :class: sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: audio_data_augmentation_tutorial.py <audio_data_augmentation_tutorial.py>` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: audio_data_augmentation_tutorial.ipynb <audio_data_augmentation_tutorial.ipynb>` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_