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Valentini Noisy Speech Database

02 Apr 20253 min read

Valentini Noisy Speech Database

Excerpt

Unlocking Clarity in the Chaos

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Muhammad Magdy · Updated 10 months ago

Unlocking Clarity in the Chaos

About Dataset

Clean and noisy parallel speech database. The database was designed to train and test speech enhancement methods that operate at 48kHz. A more detailed description can be found in the papers associated with the database. For the 28 speaker dataset, details can be found in: C. Valentini-Botinhao, X. Wang, S. Takaki & J. Yamagishi, “Speech Enhancement for a Noise-Robust Text-to-Speech Synthesis System using Deep Recurrent Neural Networks”, In Proc. Interspeech 2016. For the 56 speaker dataset: C. Valentini-Botinhao, X. Wang, S. Takaki & J. Yamagishi, “Investigating RNN-based speech enhancement methods for noise-robust Text-to-Speech”, In Proc. SSW 2016. Some of the noises used to create the noisy speech were obtained from the Demand database, available here: http://parole.loria.fr/DEMAND/ . The speech database was obtained from the CSTR VCTK Corpus, available here: https://doi.org/10.7488/ds/1994. The speech-shaped and babble noise files that were used to create this dataset are available here: http://homepages.inf.ed.ac.uk/cvbotinh/se/noises/.

Usability

8.75

License

CC BY-SA 4.0

Expected update frequency

Never

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clean_testset_wav(824 files)

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Activity Overview

Views

1001

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176in the last 30 days

Downloads

201

dateDownloads
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57in the last 30 days

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0.20080

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Views

dateViews
Oct 14, 20242
Oct 15, 20242
Oct 16, 20244
Oct 17, 202416
Oct 18, 20245
Oct 19, 20245
Oct 20, 20247
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Downloads

dateDownloads
Oct 14, 20242
Oct 18, 20245
Oct 19, 20243
Oct 20, 20249
Oct 21, 20241
Oct 24, 20242
Oct 25, 20246
Oct 26, 20241
Oct 27, 20241
Oct 29, 20241
Nov 1, 20241
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