.. samples-xin documentation master file, created by
   sphinx-quickstart on Sun Apr 25 22:58:24 2021.
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

.. _label-nsf-v4:

Cyclic-noise-NSF (CMU samples)
******************************

Messages
--------

	* Paper link:

	    Wang, X. & Yamagishi, J. Using Cyclic Noise as the Source Signal for Neural Source-Filter-Based Speech Waveform Model. in Proc. Interspeech 1992–1996. `doi:10.21437/Interspeech.2020-1018 <http://dx.doi.org/10.21437/Interspeech.2020-1018>`__


	* BibTex::
	    
	    @inproceedings{wang2020cyclic,
	    address = {ISCA},
	    author = {Wang, Xin and Yamagishi, Junichi},
	    booktitle = {Proc. Interspeech},
	    doi = {10.21437/Interspeech.2020-1018},
	    pages = {1992--1996},
	    publisher = {ISCA},
	    title = {{Using Cyclic Noise as the Source Signal for Neural Source-Filter-Based Speech Waveform Model}},
	    url = {http://www.isca-speech.org/archive/Interspeech{\_}2020/abstracts/1018.html},
	    year = {2020}
	    }


	* This page lists samples on `CMU_ARCTIC database <http://festvox.org/cmu_arctic>`_;

	* This page lists copy-synthesis waveform samples, i.e., waveforms generated given natural acoustic features. They were evaluated in the listening test


	* Results of significance test can be found `here <https://www.dropbox.com/sh/gf3zp00qvdp3row/AAD6pIrTIhvOBsPhle1GLkS2a/misc/neural-v4-appendix.pdf?raw=1>`_

	* Code is available. You need both the `CURRENNT toolkit <https://github.com/nii-yamagishilab/project-CURRENNT-public>`_ and `scripts <https://github.com/nii-yamagishilab/project-CURRENNT-scripts>`_. `This subfolder <https://github.com/nii-yamagishilab/project-CURRENNT-scripts/tree/master/waveform-modeling/project-NSF-pretrained-v4-CMU-4speakers>`_ in the script repository is made for this project

	* New implementaion based on Pytorch is also `available <https://github.com/nii-yamagishilab/project-NN-Pytorch-scripts>`_

	* Slides for Interspeech 2020 presentation can be found on `this page <https://tonywangx.github.io/slide.html>`_. Or you can directly download this `PPT <https://www.dropbox.com/sh/gf3zp00qvdp3row/AAAMoAEj77_oy4FmG0rkCTWwa/web/2020-interspech.pptx?raw=1>`__ or `PDF <https://www.dropbox.com/sh/gf3zp00qvdp3row/AAD0BZlZh4TexeLs3VQVY0kJa/web/2020-interspech.pdf?raw=1>`__.

|

Audio samples
-------------

All models were trained using SLT, CLB, RMS, and BDL in a speaker-independent way.

It may take a few minutes to load all the speech samples. You can also download all samples from `this dropbox link <https://www.dropbox.com/sh/gf3zp00qvdp3row/AACUHS1-VqGvSrmgHDq_PFnNa/samples/interspeech2020/cmu/wav-interspeech2020.tar?raw=1>`_.


SLT voice
=========

.. raw:: html

		<table border="1">
		<td colspan="7"></td><tr>
		<th></th><th>slt_arctic_b0474.wav</th><th>slt_arctic_b0476.wav</th><th>slt_arctic_b0478.wav</th><th>slt_arctic_b0475.wav</th><th>slt_arctic_b0477.wav</th><th></th>
		</tr><tr><td>Nat</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Nat</td>
		</tr><tr bgcolor="#d9d9d9"><td>WaveNet</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/slt_arctic_b0477.wav"></audio>
		</td>
		<td>WaveNet</td>
		</tr><tr><td>Sin</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Sin</td>
		</tr><tr bgcolor="#d9d9d9"><td>Pul</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Pul</td>
		</tr><tr><td>Rno</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Rno</td>
		</tr><tr bgcolor="#d9d9d9"><td>Cno\({}_{\beta_1}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_1}\)</td>
		</tr><tr><td>Cno\({}_{\beta_2}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_2}\)</td>
		</tr><tr bgcolor="#d9d9d9"><td>Cno\({}_{\beta_3}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_3}\)</td>
		</tr><tr><td>Cno\({}_{\beta_{tr}}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_{tr}}\)</td>
		</tr><tr bgcolor="#d9d9d9"><td>Rno\({}_{no Lmask}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Rno\({}_{no Lmask}\)</td>
		</tr><tr><td>Cno\({}_{\beta_2 no Lmask}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/slt_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/slt_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/slt_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/slt_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/slt_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_2 no Lmask}\)</td>
		</tr></table>

CLB voice
=========

.. raw:: html

		<table border="1">
		<td colspan="7"></td><tr>
		<th></th><th>clb_arctic_b0474.wav</th><th>clb_arctic_b0476.wav</th><th>clb_arctic_b0478.wav</th><th>clb_arctic_b0475.wav</th><th>clb_arctic_b0477.wav</th><th></th>
		</tr><tr><td>Nat</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Nat</td>
		</tr><tr bgcolor="#d9d9d9"><td>WaveNet</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/clb_arctic_b0477.wav"></audio>
		</td>
		<td>WaveNet</td>
		</tr><tr><td>Sin</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Sin</td>
		</tr><tr bgcolor="#d9d9d9"><td>Pul</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Pul</td>
		</tr><tr><td>Rno</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Rno</td>
		</tr><tr bgcolor="#d9d9d9"><td>Cno\({}_{\beta_1}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_1}\)</td>
		</tr><tr><td>Cno\({}_{\beta_2}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_2}\)</td>
		</tr><tr bgcolor="#d9d9d9"><td>Cno\({}_{\beta_3}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_3}\)</td>
		</tr><tr><td>Cno\({}_{\beta_{tr}}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_{tr}}\)</td>
		</tr><tr bgcolor="#d9d9d9"><td>Rno\({}_{no Lmask}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Rno\({}_{no Lmask}\)</td>
		</tr><tr><td>Cno\({}_{\beta_2 no Lmask}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/clb_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/clb_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/clb_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/clb_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/clb_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_2 no Lmask}\)</td>
		</tr></table>

BDL voice
=========

.. raw:: html

		<table border="1">
		<td colspan="7"></td><tr>
		<th></th><th>bdl_arctic_b0474.wav</th><th>bdl_arctic_b0476.wav</th><th>bdl_arctic_b0478.wav</th><th>bdl_arctic_b0475.wav</th><th>bdl_arctic_b0477.wav</th><th></th>
		</tr><tr><td>Nat</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Nat</td>
		</tr><tr bgcolor="#d9d9d9"><td>WaveNet</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>WaveNet</td>
		</tr><tr><td>Sin</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Sin</td>
		</tr><tr bgcolor="#d9d9d9"><td>Pul</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Pul</td>
		</tr><tr><td>Rno</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Rno</td>
		</tr><tr bgcolor="#d9d9d9"><td>Cno\({}_{\beta_1}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_1}\)</td>
		</tr><tr><td>Cno\({}_{\beta_2}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_2}\)</td>
		</tr><tr bgcolor="#d9d9d9"><td>Cno\({}_{\beta_3}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_3}\)</td>
		</tr><tr><td>Cno\({}_{\beta_{tr}}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_{tr}}\)</td>
		</tr><tr bgcolor="#d9d9d9"><td>Rno\({}_{no Lmask}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Rno\({}_{no Lmask}\)</td>
		</tr><tr><td>Cno\({}_{\beta_2 no Lmask}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/bdl_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/bdl_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/bdl_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/bdl_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/bdl_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_2 no Lmask}\)</td>
		</tr></table>


RMS voice
=========

.. raw:: html

		<table border="1">
		<td colspan="7"></td><tr>
		<th></th><th>rms_arctic_b0474.wav</th><th>rms_arctic_b0476.wav</th><th>rms_arctic_b0478.wav</th><th>rms_arctic_b0475.wav</th><th>rms_arctic_b0477.wav</th><th></th>
		</tr><tr><td>Nat</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/natural/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Nat</td>
		</tr><tr bgcolor="#d9d9d9"><td>WaveNet</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/WaveNet/rms_arctic_b0477.wav"></audio>
		</td>
		<td>WaveNet</td>
		</tr><tr><td>Sin</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/sineNSF/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Sin</td>
		</tr><tr bgcolor="#d9d9d9"><td>Pul</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pulseNSF/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Pul</td>
		</tr><tr><td>Rno</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSF/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Rno</td>
		</tr><tr bgcolor="#d9d9d9"><td>Cno\({}_{\beta_1}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta1/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_1}\)</td>
		</tr><tr><td>Cno\({}_{\beta_2}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSF/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_2}\)</td>
		</tr><tr bgcolor="#d9d9d9"><td>Cno\({}_{\beta_3}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFbeta3/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_3}\)</td>
		</tr><tr><td>Cno\({}_{\beta_{tr}}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/tpNoiseNSF/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_{tr}}\)</td>
		</tr><tr bgcolor="#d9d9d9"><td>Rno\({}_{no Lmask}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/noiseNSFnoMask/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Rno\({}_{no Lmask}\)</td>
		</tr><tr><td>Cno\({}_{\beta_2 no Lmask}\)</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/rms_arctic_b0474.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/rms_arctic_b0476.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/rms_arctic_b0478.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/rms_arctic_b0475.wav"></audio>
		</td>
		<td><audio controls style="width: 200px;"><source src="./wav-interspeech2020/pNoiseNSFnoMask/rms_arctic_b0477.wav"></audio>
		</td>
		<td>Cno\({}_{\beta_2 no Lmask}\)</td>
		</tr></table>

.. toctree::
   :hidden:
   :maxdepth: 1