.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "tutorials/squim_tutorial.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note Click :ref:`here <sphx_glr_download_tutorials_squim_tutorial.py>` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_tutorials_squim_tutorial.py: Torchaudio-Squim: Non-intrusive Speech Assessment in TorchAudio ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 9-12 Author: `Anurag Kumar <anuragkr90@meta.com>`__, `Zhaoheng Ni <zni@meta.com>`__ .. GENERATED FROM PYTHON SOURCE LINES 15-18 1. Overview ^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 21-62 This tutorial shows uses of Torchaudio-Squim to estimate objective and subjective metrics for assessment of speech quality and intelligibility. TorchAudio-Squim enables speech assessment in Torchaudio. It provides interface and pre-trained models to estimate various speech quality and intelligibility metrics. Currently, Torchaudio-Squim [1] supports reference-free estimation 3 widely used objective metrics: - Wideband Perceptual Estimation of Speech Quality (PESQ) [2] - Short-Time Objective Intelligibility (STOI) [3] - Scale-Invariant Signal-to-Distortion Ratio (SI-SDR) [4] It also supports estimation of subjective Mean Opinion Score (MOS) for a given audio waveform using Non-Matching References [1, 5]. **References** [1] Kumar, Anurag, et al. “TorchAudio-Squim: Reference-less Speech Quality and Intelligibility measures in TorchAudio.” ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2023. [2] I. Rec, “P.862.2: Wideband extension to recommendation P.862 for the assessment of wideband telephone networks and speech codecs,” International Telecommunication Union, CH–Geneva, 2005. [3] Taal, C. H., Hendriks, R. C., Heusdens, R., & Jensen, J. (2010, March). A short-time objective intelligibility measure for time-frequency weighted noisy speech. In 2010 IEEE international conference on acoustics, speech and signal processing (pp. 4214-4217). IEEE. [4] Le Roux, Jonathan, et al. “SDR–half-baked or well done?.” ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2019. [5] Manocha, Pranay, and Anurag Kumar. “Speech quality assessment through MOS using non-matching references.” Interspeech, 2022. .. GENERATED FROM PYTHON SOURCE LINES 62-70 .. code-block:: default import torch import torchaudio print(torch.__version__) print(torchaudio.__version__) .. rst-class:: sphx-glr-script-out .. code-block:: none 2.6.0 2.6.0 .. GENERATED FROM PYTHON SOURCE LINES 71-79 2. Preparation ^^^^^^^^^^^^^^ First import the modules and define the helper functions. We will need torch, torchaudio to use Torchaudio-squim, Matplotlib to plot data, pystoi, pesq for computing reference metrics. .. GENERATED FROM PYTHON SOURCE LINES 79-106 .. code-block:: default try: from pesq import pesq from pystoi import stoi from torchaudio.pipelines import SQUIM_OBJECTIVE, SQUIM_SUBJECTIVE except ImportError: try: import google.colab # noqa: F401 print( """ To enable running this notebook in Google Colab, install nightly torch and torchaudio builds by adding the following code block to the top of the notebook before running it: !pip3 uninstall -y torch torchvision torchaudio !pip3 install --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cpu !pip3 install pesq !pip3 install pystoi """ ) except Exception: pass raise import matplotlib.pyplot as plt .. GENERATED FROM PYTHON SOURCE LINES 109-148 .. code-block:: default import torchaudio.functional as F from IPython.display import Audio from torchaudio.utils import download_asset def si_snr(estimate, reference, epsilon=1e-8): estimate = estimate - estimate.mean() reference = reference - reference.mean() reference_pow = reference.pow(2).mean(axis=1, keepdim=True) mix_pow = (estimate * reference).mean(axis=1, keepdim=True) scale = mix_pow / (reference_pow + epsilon) reference = scale * reference error = estimate - reference reference_pow = reference.pow(2) error_pow = error.pow(2) reference_pow = reference_pow.mean(axis=1) error_pow = error_pow.mean(axis=1) si_snr = 10 * torch.log10(reference_pow) - 10 * torch.log10(error_pow) return si_snr.item() def plot(waveform, title, sample_rate=16000): wav_numpy = waveform.numpy() sample_size = waveform.shape[1] time_axis = torch.arange(0, sample_size) / sample_rate figure, axes = plt.subplots(2, 1) axes[0].plot(time_axis, wav_numpy[0], linewidth=1) axes[0].grid(True) axes[1].specgram(wav_numpy[0], Fs=sample_rate) figure.suptitle(title) .. GENERATED FROM PYTHON SOURCE LINES 149-152 3. Load Speech and Noise Sample ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 152-157 .. code-block:: default SAMPLE_SPEECH = download_asset("tutorial-assets/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav") SAMPLE_NOISE = download_asset("tutorial-assets/Lab41-SRI-VOiCES-rm1-babb-mc01-stu-clo.wav") .. rst-class:: sphx-glr-script-out .. code-block:: none 0%| | 0.00/156k [00:00<?, ?B/s] 100%|##########| 156k/156k [00:00<00:00, 65.3MB/s] .. GENERATED FROM PYTHON SOURCE LINES 160-166 .. code-block:: default WAVEFORM_SPEECH, SAMPLE_RATE_SPEECH = torchaudio.load(SAMPLE_SPEECH) WAVEFORM_NOISE, SAMPLE_RATE_NOISE = torchaudio.load(SAMPLE_NOISE) WAVEFORM_NOISE = WAVEFORM_NOISE[0:1, :] .. GENERATED FROM PYTHON SOURCE LINES 167-170 Currently, Torchaudio-Squim model only supports 16000 Hz sampling rate. Resample the waveforms if necessary. .. GENERATED FROM PYTHON SOURCE LINES 170-178 .. code-block:: default if SAMPLE_RATE_SPEECH != 16000: WAVEFORM_SPEECH = F.resample(WAVEFORM_SPEECH, SAMPLE_RATE_SPEECH, 16000) if SAMPLE_RATE_NOISE != 16000: WAVEFORM_NOISE = F.resample(WAVEFORM_NOISE, SAMPLE_RATE_NOISE, 16000) .. GENERATED FROM PYTHON SOURCE LINES 179-181 Trim waveforms so that they have the same number of frames. .. GENERATED FROM PYTHON SOURCE LINES 181-188 .. code-block:: default if WAVEFORM_SPEECH.shape[1] < WAVEFORM_NOISE.shape[1]: WAVEFORM_NOISE = WAVEFORM_NOISE[:, : WAVEFORM_SPEECH.shape[1]] else: WAVEFORM_SPEECH = WAVEFORM_SPEECH[:, : WAVEFORM_NOISE.shape[1]] .. GENERATED FROM PYTHON SOURCE LINES 189-191 Play speech sample .. GENERATED FROM PYTHON SOURCE LINES 191-195 .. code-block:: default Audio(WAVEFORM_SPEECH.numpy()[0], rate=16000) .. 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 196-198 Play noise sample .. GENERATED FROM PYTHON SOURCE LINES 198-202 .. code-block:: default Audio(WAVEFORM_NOISE.numpy()[0], rate=16000) .. 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 203-206 4. Create distorted (noisy) speech samples ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 206-211 .. code-block:: default snr_dbs = torch.tensor([20, -5]) WAVEFORM_DISTORTED = F.add_noise(WAVEFORM_SPEECH, WAVEFORM_NOISE, snr_dbs) .. GENERATED FROM PYTHON SOURCE LINES 212-214 Play distorted speech with 20dB SNR .. GENERATED FROM PYTHON SOURCE LINES 214-218 .. code-block:: default Audio(WAVEFORM_DISTORTED.numpy()[0], rate=16000) .. 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 219-221 Play distorted speech with -5dB SNR .. GENERATED FROM PYTHON SOURCE LINES 221-225 .. code-block:: default Audio(WAVEFORM_DISTORTED.numpy()[1], rate=16000) .. 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 226-229 5. Visualize the waveforms ^^^^^^^^^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 232-234 Visualize speech sample .. GENERATED FROM PYTHON SOURCE LINES 234-238 .. code-block:: default plot(WAVEFORM_SPEECH, "Clean Speech") .. image-sg:: /tutorials/images/sphx_glr_squim_tutorial_001.png :alt: Clean Speech :srcset: /tutorials/images/sphx_glr_squim_tutorial_001.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 239-241 Visualize noise sample .. GENERATED FROM PYTHON SOURCE LINES 241-245 .. code-block:: default plot(WAVEFORM_NOISE, "Noise") .. image-sg:: /tutorials/images/sphx_glr_squim_tutorial_002.png :alt: Noise :srcset: /tutorials/images/sphx_glr_squim_tutorial_002.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 246-248 Visualize distorted speech with 20dB SNR .. GENERATED FROM PYTHON SOURCE LINES 248-252 .. code-block:: default plot(WAVEFORM_DISTORTED[0:1], f"Distorted Speech with {snr_dbs[0]}dB SNR") .. image-sg:: /tutorials/images/sphx_glr_squim_tutorial_003.png :alt: Distorted Speech with 20dB SNR :srcset: /tutorials/images/sphx_glr_squim_tutorial_003.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 253-255 Visualize distorted speech with -5dB SNR .. GENERATED FROM PYTHON SOURCE LINES 255-259 .. code-block:: default plot(WAVEFORM_DISTORTED[1:2], f"Distorted Speech with {snr_dbs[1]}dB SNR") .. image-sg:: /tutorials/images/sphx_glr_squim_tutorial_004.png :alt: Distorted Speech with -5dB SNR :srcset: /tutorials/images/sphx_glr_squim_tutorial_004.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 260-263 6. Predict Objective Metrics ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 266-268 Get the pre-trained ``SquimObjective``\ model. .. GENERATED FROM PYTHON SOURCE LINES 268-272 .. code-block:: default objective_model = SQUIM_OBJECTIVE.get_model() .. rst-class:: sphx-glr-script-out .. code-block:: none 0%| | 0.00/28.2M [00:00<?, ?B/s] 52%|#####2 | 14.8M/28.2M [00:00<00:00, 27.7MB/s] 62%|######2 | 17.5M/28.2M [00:00<00:00, 22.5MB/s] 96%|#########5| 27.0M/28.2M [00:00<00:00, 31.0MB/s] 100%|##########| 28.2M/28.2M [00:00<00:00, 29.9MB/s] .. GENERATED FROM PYTHON SOURCE LINES 273-276 Compare model outputs with ground truths for distorted speech with 20dB SNR .. GENERATED FROM PYTHON SOURCE LINES 276-292 .. code-block:: default stoi_hyp, pesq_hyp, si_sdr_hyp = objective_model(WAVEFORM_DISTORTED[0:1, :]) print(f"Estimated metrics for distorted speech at {snr_dbs[0]}dB are\n") print(f"STOI: {stoi_hyp[0]}") print(f"PESQ: {pesq_hyp[0]}") print(f"SI-SDR: {si_sdr_hyp[0]}\n") pesq_ref = pesq(16000, WAVEFORM_SPEECH[0].numpy(), WAVEFORM_DISTORTED[0].numpy(), mode="wb") stoi_ref = stoi(WAVEFORM_SPEECH[0].numpy(), WAVEFORM_DISTORTED[0].numpy(), 16000, extended=False) si_sdr_ref = si_snr(WAVEFORM_DISTORTED[0:1], WAVEFORM_SPEECH) print(f"Reference metrics for distorted speech at {snr_dbs[0]}dB are\n") print(f"STOI: {stoi_ref}") print(f"PESQ: {pesq_ref}") print(f"SI-SDR: {si_sdr_ref}") .. rst-class:: sphx-glr-script-out .. code-block:: none Estimated metrics for distorted speech at 20dB are STOI: 0.9610356092453003 PESQ: 2.7801527976989746 SI-SDR: 20.692630767822266 Reference metrics for distorted speech at 20dB are STOI: 0.9670831113894452 PESQ: 2.7961528301239014 SI-SDR: 19.998966217041016 .. GENERATED FROM PYTHON SOURCE LINES 293-296 Compare model outputs with ground truths for distorted speech with -5dB SNR .. GENERATED FROM PYTHON SOURCE LINES 296-312 .. code-block:: default stoi_hyp, pesq_hyp, si_sdr_hyp = objective_model(WAVEFORM_DISTORTED[1:2, :]) print(f"Estimated metrics for distorted speech at {snr_dbs[1]}dB are\n") print(f"STOI: {stoi_hyp[0]}") print(f"PESQ: {pesq_hyp[0]}") print(f"SI-SDR: {si_sdr_hyp[0]}\n") pesq_ref = pesq(16000, WAVEFORM_SPEECH[0].numpy(), WAVEFORM_DISTORTED[1].numpy(), mode="wb") stoi_ref = stoi(WAVEFORM_SPEECH[0].numpy(), WAVEFORM_DISTORTED[1].numpy(), 16000, extended=False) si_sdr_ref = si_snr(WAVEFORM_DISTORTED[1:2], WAVEFORM_SPEECH) print(f"Reference metrics for distorted speech at {snr_dbs[1]}dB are\n") print(f"STOI: {stoi_ref}") print(f"PESQ: {pesq_ref}") print(f"SI-SDR: {si_sdr_ref}") .. rst-class:: sphx-glr-script-out .. code-block:: none Estimated metrics for distorted speech at -5dB are STOI: 0.5743248462677002 PESQ: 1.1112866401672363 SI-SDR: -6.248741626739502 Reference metrics for distorted speech at -5dB are STOI: 0.5848137931588825 PESQ: 1.0803768634796143 SI-SDR: -5.016279220581055 .. GENERATED FROM PYTHON SOURCE LINES 313-316 7. Predict Mean Opinion Scores (Subjective) Metric ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 319-321 Get the pre-trained ``SquimSubjective`` model. .. GENERATED FROM PYTHON SOURCE LINES 321-325 .. code-block:: default subjective_model = SQUIM_SUBJECTIVE.get_model() .. rst-class:: sphx-glr-script-out .. code-block:: none 0%| | 0.00/360M [00:00<?, ?B/s] 1%| | 2.12M/360M [00:00<00:18, 19.8MB/s] 2%|1 | 6.38M/360M [00:00<00:13, 27.3MB/s] 2%|2 | 9.00M/360M [00:00<00:18, 19.6MB/s] 4%|3 | 12.8M/360M [00:00<00:16, 22.0MB/s] 5%|4 | 16.5M/360M [00:00<00:16, 22.2MB/s] 9%|8 | 31.1M/360M [00:01<00:09, 35.6MB/s] 10%|9 | 34.2M/360M [00:01<00:11, 29.1MB/s] 13%|#3 | 47.6M/360M [00:01<00:06, 47.3MB/s] 15%|#4 | 52.9M/360M [00:01<00:08, 38.3MB/s] 18%|#8 | 65.6M/360M [00:01<00:06, 48.0MB/s] 22%|##2 | 79.2M/360M [00:01<00:04, 65.3MB/s] 24%|##4 | 87.0M/360M [00:02<00:05, 48.9MB/s] 27%|##6 | 96.8M/360M [00:02<00:04, 55.9MB/s] 29%|##8 | 104M/360M [00:02<00:05, 49.8MB/s] 32%|###1 | 115M/360M [00:02<00:04, 55.5MB/s] 35%|###5 | 126M/360M [00:02<00:03, 68.5MB/s] 37%|###7 | 134M/360M [00:03<00:04, 50.8MB/s] 41%|#### | 146M/360M [00:03<00:03, 60.5MB/s] 42%|####2 | 153M/360M [00:03<00:04, 54.1MB/s] 45%|####5 | 164M/360M [00:03<00:03, 55.3MB/s] 48%|####8 | 174M/360M [00:03<00:02, 65.3MB/s] 50%|##### | 182M/360M [00:03<00:03, 54.2MB/s] 54%|#####4 | 195M/360M [00:04<00:03, 55.5MB/s] 56%|#####5 | 201M/360M [00:04<00:03, 49.3MB/s] 59%|#####8 | 211M/360M [00:04<00:02, 55.0MB/s] 60%|###### | 217M/360M [00:04<00:03, 48.8MB/s] 63%|######3 | 228M/360M [00:04<00:02, 59.4MB/s] 65%|######5 | 234M/360M [00:04<00:02, 56.1MB/s] 68%|######7 | 244M/360M [00:05<00:02, 59.7MB/s] 69%|######9 | 250M/360M [00:05<00:02, 55.5MB/s] 72%|#######2 | 260M/360M [00:05<00:01, 65.3MB/s] 74%|#######3 | 266M/360M [00:05<00:02, 45.0MB/s] 77%|#######6 | 277M/360M [00:05<00:01, 43.7MB/s] 78%|#######8 | 282M/360M [00:06<00:02, 32.2MB/s] 79%|#######9 | 286M/360M [00:06<00:02, 30.9MB/s] 82%|########1 | 294M/360M [00:06<00:01, 40.3MB/s] 83%|########3 | 300M/360M [00:06<00:01, 40.8MB/s] 86%|########6 | 311M/360M [00:06<00:01, 48.6MB/s] 91%|######### | 328M/360M [00:07<00:00, 59.7MB/s] 95%|#########5| 342M/360M [00:07<00:00, 67.7MB/s] 97%|#########6| 349M/360M [00:07<00:00, 59.4MB/s] 100%|#########9| 359M/360M [00:07<00:00, 66.7MB/s] 100%|##########| 360M/360M [00:07<00:00, 50.2MB/s] .. GENERATED FROM PYTHON SOURCE LINES 326-328 Load a non-matching reference (NMR) .. GENERATED FROM PYTHON SOURCE LINES 328-336 .. code-block:: default NMR_SPEECH = download_asset("tutorial-assets/ctc-decoding/1688-142285-0007.wav") WAVEFORM_NMR, SAMPLE_RATE_NMR = torchaudio.load(NMR_SPEECH) if SAMPLE_RATE_NMR != 16000: WAVEFORM_NMR = F.resample(WAVEFORM_NMR, SAMPLE_RATE_NMR, 16000) .. GENERATED FROM PYTHON SOURCE LINES 337-339 Compute MOS metric for distorted speech with 20dB SNR .. GENERATED FROM PYTHON SOURCE LINES 339-344 .. code-block:: default mos = subjective_model(WAVEFORM_DISTORTED[0:1, :], WAVEFORM_NMR) print(f"Estimated MOS for distorted speech at {snr_dbs[0]}dB is MOS: {mos[0]}") .. rst-class:: sphx-glr-script-out .. code-block:: none Estimated MOS for distorted speech at 20dB is MOS: 4.309267997741699 .. GENERATED FROM PYTHON SOURCE LINES 345-347 Compute MOS metric for distorted speech with -5dB SNR .. GENERATED FROM PYTHON SOURCE LINES 347-352 .. code-block:: default mos = subjective_model(WAVEFORM_DISTORTED[1:2, :], WAVEFORM_NMR) print(f"Estimated MOS for distorted speech at {snr_dbs[1]}dB is MOS: {mos[0]}") .. rst-class:: sphx-glr-script-out .. code-block:: none Estimated MOS for distorted speech at -5dB is MOS: 3.291804075241089 .. GENERATED FROM PYTHON SOURCE LINES 353-380 8. Comparison with ground truths and baselines ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Visualizing the estimated metrics by the ``SquimObjective`` and ``SquimSubjective`` models can help users better understand how the models can be applicable in real scenario. The graph below shows scatter plots of three different systems: MOSA-Net [1], AMSA [2], and the ``SquimObjective`` model, where y axis represents the estimated STOI, PESQ, and Si-SDR scores, and x axis represents the corresponding ground truth. .. image:: https://download.pytorch.org/torchaudio/tutorial-assets/objective_plot.png :width: 500px :align: center [1] Zezario, Ryandhimas E., Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, and Yu Tsao. “Deep learning-based non-intrusive multi-objective speech assessment model with cross-domain features.” IEEE/ACM Transactions on Audio, Speech, and Language Processing 31 (2022): 54-70. [2] Dong, Xuan, and Donald S. Williamson. “An attention enhanced multi-task model for objective speech assessment in real-world environments.” In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 911-915. IEEE, 2020. .. GENERATED FROM PYTHON SOURCE LINES 383-391 The graph below shows scatter plot of the ``SquimSubjective`` model, where y axis represents the estimated MOS metric score, and x axis represents the corresponding ground truth. .. image:: https://download.pytorch.org/torchaudio/tutorial-assets/subjective_plot.png :width: 500px :align: center .. rst-class:: sphx-glr-timing **Total running time of the script:** ( 0 minutes 14.618 seconds) .. _sphx_glr_download_tutorials_squim_tutorial.py: .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: squim_tutorial.py <squim_tutorial.py>` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: squim_tutorial.ipynb <squim_tutorial.ipynb>` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_