| Directory name | Corpus name | Task | Language | URL | Note |
|---|---|---|---|---|---|
| aishell | AISHELL-ASR0009-OS1 Open Source Mandarin Speech Corpus | ASR | ZH | http://www.aishelltech.com/kysjcp | |
| ami | The AMI Meeting Corpus | ASR | EN | http://groups.inf.ed.ac.uk/ami/corpus/ | |
| an4 | CMU AN4 database | ASR/TTS | EN | http://www.speech.cs.cmu.edu/databases/an4/ | |
| aurora4 | Aurora-4 database | ASR | EN | http://aurora.hsnr.de/aurora-4.html | |
| babel | IARPA Babel corups | ASR | ~20 Languages | https://www.iarpa.gov/index.php/research-programs/babel | |
| chime4 | The 4th CHiME Speech Separation and Recognition Challenge | ASR/Multichannel ASR | EN | http://spandh.dcs.shef.ac.uk/chime_challenge/chime2016/ | |
| chime5 | The 5th CHiME Speech Separation and Recognition Challenge | ASR | EN | http://spandh.dcs.shef.ac.uk/chime_challenge/ | |
| cmu_wilderness | CMU Wilderness Multilingual Speech Dataset | Multilingual ASR | ~100 Languages | https://github.com/festvox/datasets-CMU_Wilderness | |
| csj | Corpus of Spontaneous Japanese | ASR | JP | https://pj.ninjal.ac.jp/corpus_center/csj/en/ | |
| fisher_callhome_spanish | Fisher and CALLHOME Spanish--English Speech Translation | ASR/Machine Translation/Speech Translation | ES->EN | https://catalog.ldc.upenn.edu/LDC2014T23 | |
| fisher_swbd | Fisher English Training Speech, Switchboard-1 Release 2 | ASR | EN | https://catalog.ldc.upenn.edu/LDC2004S13, https://catalog.ldc.upenn.edu/LDC2005S13, https://catalog.ldc.upenn.edu/LDC97S62 | |
| hkust | HKUST Mandarin Telephone Speech | ASR | ZH | https://catalog.ldc.upenn.edu/LDC2005S15, https://catalog.ldc.upenn.edu/LDC2005T32 | |
| hub4_spanish | 1997 Spanish Broadcast News Speech (HUB4-NE) | ASR | ES | https://catalog.ldc.upenn.edu/LDC98S74, https://catalog.ldc.upenn.edu/LDC98T29 | |
| iwslt18 | International Workshop on Spoken Language Translation 2018 | ASR/Machine Translation/Speech Translation | EN->DE | https://sites.google.com/site/iwsltevaluation2018/Lectures-task | |
| jnas | ASJ Japanese Newspaper Article Sentences Read Speech Corpus (JNAS) | ASR | JP | http://research.nii.ac.jp/src/JNAS.html | |
| jsalt18e2e | Multilingual End-to-end ASR for Incomplete Data Benchmark | Multilingual ASR | ~20 Languages | https://www.clsp.jhu.edu/workshops/18-workshop/multilingual-end-end-asr-incomplete-data/ | babel+ |
| jsut | Japanese speech corpus of Saruwatari-lab., University of Tokyo | ASR/TTS | JP | https://sites.google.com/site/shinnosuketakamichi/publication/jsut | |
| li10 | Lanugage-Independent ASR task (10 languages) | Multilingual ASR | ~10 Languages | https://www.merl.com/publications/docs/TR2017-182.pdf | csj+hkust+voxforge(7lang)+wsj |
| libri_trans | Translation Augmented LibriSpeech Corpus | ASR/Machine Translation/Speech Translation | https://persyval-platform.univ-grenoble-alpes.fr/DS91/detaildataset | ||
| librispeech | LibriSpeech ASR corpus | ASR | EN | http://www.openslr.org/12 | |
| libritts | LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech | TTS | EN | http://www.openslr.org/60/ | |
| ljspeech | The LJ Speech Dataset | TTS | EN | https://keithito.com/LJ-Speech-Dataset/ | |
| m_ailabs | The M-AILABS Speech Dataset | TTS | ~5 languages | https://www.caito.de/2019/01/the-m-ailabs-speech-dataset/ | |
| reverb | REVERB (REverberant Voice Enhancement and Recognition Benchmark) challenge | ASR | EN | https://reverb2014.dereverberation.com/ | |
| ru_open_stt | Russian Open Speech To Text (STT/ASR) Dataset | ASR | RU | https://github.com/snakers4/open_stt | |
| swbd | The Switchboard corpus | ASR | EN | https://catalog.ldc.upenn.edu/LDC97S62 | |
| tedlium2 | TED-LIUM corpus release 2 | ASR | EN | https://www.openslr.org/19/, http://www.lrec-conf.org/proceedings/lrec2014/pdf/1104_Paper.pdf | |
| tedlium3 | TED-LIUM corpus release 3 | ASR | EN | http://www.openslr.org/51/, https://arxiv.org/pdf/1805.04699 | |
| timit | TIMIT Acoustic-Phonetic Continuous Speech Corpus | ASR | EN | https://catalog.ldc.upenn.edu/LDC93S1 | |
| voxforge | VoxForge | ASR | 7 languages | http://www.voxforge.org/ | |
| wsj | CSR-I (WSJ0) Complete, CSR-II (WSJ1) Complete | ASR | EN | https://catalog.ldc.upenn.edu/LDC93S6A,https://catalog.ldc.upenn.edu/LDC94S13A | |
| wsj_mix | MERL WSJ0-mix multi-speaker dataset | Multispeaker ASR | EN | http://www.merl.com/demos/deep-clustering | |
| yesno | The "yesno" corpus | ASR | HE | http://www.openslr.org/1 |
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