107 of 107Human speech and open licences first
| Full-duplex | Languages | Licence | Source | Speech | |||
|---|---|---|---|---|---|---|---|
| — | 42.6k h29.3k validated | 295 | Permissive | Consented | human | 2019-06 | |
IndicVoices (conversational slice)AI4Bharat (IIT Madras) | — | ~3,500 hconv. | hi bn ta +19 | Permissive | Consented | human | 2024-03 |
| — | 2,880 h | 21 + en | Permissive | Consented | human | 2020-07 | |
| — | ~1k h | 102+ | Permissive | Consented | human | 2022-05 | |
| Full-duplex | 280 h | en | Permissive | Consented | human | 2026-02 | |
AISHELL-1Beijing Shell Shell Technology | — | 178 h | zh | Permissive | Consented | human | 2017-09 |
| Full-duplex | 141 h | en | Permissive | Consented | human | 2026-02 | |
AMI Meeting CorpusUniversity of Edinburgh / Idiap | — | 100 h | en | Permissive | Consented | human | 2006-06 |
AISHELL-3Beijing Shell Shell Technology | — | 85 h | zh | Permissive | Consented | human | 2020-10 |
ICSI Meeting CorpusICSI / University of Edinburgh (AMI site) | — | 72 h | en | Permissive | Consented | human | 2004-02 |
VCTK CorpusCSTR, University of Edinburgh | — | 44 h | en | Permissive | Consented | human | 2019-11 |
| Full-duplex | 20 h | en | Permissive | Consented | human | 2026-08 | |
| Full-duplex | 17.4 h | en | Permissive | Consented | human | 2026-09 | |
PriMock57Babylon Health | — | ~9 h | en | Permissive | Consented | human | 2022-05 |
| Full-duplex | 5.1 h | en | Permissive | Consented | human | 2026-10 | |
| — | ~108 h | hi bn ta +19 | Permissive | Mixed | human | 2026-07 | |
YODAS v3ESPnet / WavLab (CMU) | — | 1.1M h | 100+ | Permissive | Public media | human | 2026-09 |
YODAS / YODAS2WavLab (CMU) | — | 500k h | 100+ | Permissive | Public media | human | 2024-06 |
| — | 400k h | en de fr +20 | Permissive | Public media | human | 2021-01 | |
| — | 60k h | en | Permissive | Public media | human | 2019-12 | |
| — | 50k h | en de nl +5 | Permissive | Public media | human | 2020-12 | |
VoxLingua107Tallinn University of Technology | — | 6,628 h | multi | Permissive | Public media | human | 2020-11 |
LibriSpeechVassil Panayotov et al. | — | 960 h | en | Permissive | Public media | human | 2015-04 |
| — | 585 h | en | Permissive | Public media | human | 2019-04 | |
| — | 585 h | en | Permissive | Public media | human | 2023-05 | |
| — | 292 h | en | Permissive | Public media | human | 2021-04 | |
CSS10Kyubyong Park et al. | — | 140 h | de el es +7 | Permissive | Public media | human | 2019-03 |
MUSANJohns Hopkins University | — | 109 h | multi | Permissive | Public media | human | 2015-10 |
LJSpeechKeith Ito | — | 24 h | en | Permissive | Public media | human | 2017-07 |
Real-TurnTurkAta Technology Platforms | Full-duplex | 1.94 hpublic subset | tr | Permissive | Not stated | human | 2026-08 |
| Full-duplex | 128.6 h | en | Share-alike | Consented | human | 2026-04 | |
CREMA-DUniversity of Pennsylvania | — | ~5 h | en | Share-alike | Consented | human | 2014-08 |
| — | 30k+ h | en | Share-alike | Public media | human | 2021-11 | |
| — | 119 h | en | Share-alike | Public media | human | 2022-03 | |
DailyTalkKAIST | — | 20 h | en | Share-alike | Consented | human | 2022-07 |
| — | 643k h192k h with audio | en de fr +22 | Permissive | Public media | human | 2025-05 | |
| — | 35k h | ja | Share-alike | Public media | human | 2023-03 | |
VoxCeleb2VGG, University of Oxford | — | 2,442 h | multi | Share-alike | Public media | human | 2018-06 |
VoxCeleb1VGG, University of Oxford | — | 352 h | en | Share-alike | Public media | human | 2017-06 |
| Full-duplex | 4,000+ h | en | Non-commercial | Consented | human | 2025-06 | |
SmoothConv / DuplexConvASLP@NPU / QualiaLabs | Full-duplex | 2,100 h100 h + 2,000 h | zh | Non-commercial | Consented | human | 2026-06 |
CANDORBetterUp Labs (Reece, Cooney et al.) | Full-duplex | 850 h | en | Non-commercial | Consented | human | 2023-03 |
MyST Children's Conversational SpeechBoulder Learning / LDC | — | 393 h | en | Non-commercial | Consented | human | 2021-06 |
MultiDialogIVLLab (Yonsei / Naver) | — | 340 h | en | Non-commercial | Consented | human | 2024-06 |
| — | 249 h | en | Non-commercial | Consented | human | 2023-05 | |
| — | 180 h | zh | Non-commercial | Consented | human | 2022-03 | |
WHAM! / WHAMR!Whisper.ai / MERL | — | ~80 h | en | Non-commercial | Consented | human | 2019-07 |
CHiME-6CHiME Challenge | — | 40 h | en | Non-commercial | Consented | human | 2020-04 |
| — | 40 h | en | Non-commercial | Consented | human | 2023-08 | |
| Full-duplex | 15 h10 zh + 5 en | zh en | Non-commercial | Consented | human | 2024-11 | |
| Full-duplex | 10.35 h | ja | Non-commercial | Consented | human | 2025-04 | |
RAVDESSRyerson University | — | ~3 h | en | Non-commercial | Consented | human | 2018-04 |
Emilia / Emilia-LargeAmphion (CUHK-Shenzhen) | — | 215.6k hEmilia-Large | en zh ja +3 | Non-commercial | Public media | human | 2024-07 |
J-CHATSarulab (UTokyo) / Keio | — | 76k h | ja | Non-commercial | Public media | human | 2024-07 |
WenetSpeechWeNet community / NPU-ASLP | — | 10k hlabelled | zh | Non-commercial | Public media | human | 2021-10 |
MuST-CFBK (Fondazione Bruno Kessler) | — | ~4k h | en → 14 | Non-commercial | Public media | human | 2019-06 |
Multilingual TEDxJohns Hopkins / CMU | — | 760 h | es fr pt +5 | Non-commercial | Public media | human | 2021-02 |
TED-LIUM 3LIUM, Université du Mans | — | 452 h | en | Non-commercial | Public media | human | 2018-05 |
CN-CelebCSLT, Tsinghua University | — | 274 h | zh | Non-commercial | Public media | human | 2019-11 |
| — | 100 hopen subset | en | Non-commercial | Public media | human | 2025-09 | |
| Full-duplex | 2,000 h | en | Gated | Consented | human | 2004-12 | |
| — | 1,604 h | en fr de +8 | Gated | Consented | human | 2025-09 | |
| Full-duplex | 1,502 h | en es fr +19 | Gated | Consented | human | 2026-09 | |
Open Yap 1KThe Agentic Data Company | Full-duplex | 1,000 h8.9 h open sample | en | Gated | Consented | human | 2026-09 |
AISHELL-2Beijing Shell Shell Technology | — | 1,000 h | zh | Gated | Consented | human | 2018-08 |
KsponSpeechETRI / Korean AI Hub | — | 969 h | ko | Gated | Consented | human | 2020-03 |
Corpus of Spontaneous Japanese (CSJ)NINJAL / NICT / Tokyo Tech | — | 661 h | ja | Gated | Consented | human | 2004-01 |
| Full-duplex | 260 h | en | Gated | Consented | human | 1993-01 | |
| Full-duplex | ~229 h2026 Second Editions | ja zh es +3 | Gated | Consented | human | 1996-01 | |
| Full-duplex | 105 h | en | Gated | Consented | human | 2026-06 | |
| — | ~80 h | en | Gated | Consented | human | 1993-01 | |
DAI-ASR-I18NDavid AI | Full-duplex | 42.1 h | en zh ja +18 | Gated | Consented | human | 2026-10 |
IEMOCAPUSC SAIL | — | 12 h | en | Gated | Consented | human | 2008-12 |
TIMITDARPA / LDC | — | 5.4 h | en | Gated | Consented | human | 1993-10 |
GigaSpeechSpeechColab | — | 10k h | en | Gated | Public media | human | 2021-06 |
| — | 5,000 h | en | Gated | Public media | human | 2021-04 | |
MSP-PodcastUT Dallas (MSP Lab) | — | 409 hv2.0 | en | Gated | Public media | human | 2017-01 |
| Full-duplex | 1,125 h | en | Custom | Consented | human | — | |
JVS CorpusTakamichi Lab (University of Tokyo) | — | 30 h | ja | Custom | Consented | human | 2019-08 |
ESD (Emotional Speech Dataset)NUS / HLT Lab | — | 29 h | en zh | Custom | Consented | human | 2021-05 |
L2-ARCTICTexas A&M / Iowa State | — | 27 h | en | Custom | Consented | human | 2018-09 |
Dialogs (Russian)Shigabeev, Latyshev | — | 20.6 h | ru | Custom | Consented | human | 2026-07 |
JSUTShinnosuke Takamichi (U. Tokyo) | — | 10 h | ja | Custom | Consented | human | 2017-11 |
| Full-duplex | — | en | Custom | Consented | human | — | |
| Full-duplex | — | en | Custom | Consented | human | — | |
| Full-duplex | — | en | Custom | Consented | human | — | |
| Full-duplex | — | ko | Custom | Consented | human | — | |
| Full-duplex | — | ja | Custom | Consented | human | — | |
| Full-duplex | — | ja | Custom | Consented | human | — | |
| Full-duplex | — | ja | Custom | Consented | human | — | |
| Full-duplex | — | en | Custom | Consented | human | — | |
DuplexChatNakata, Saito, Saruwatari (U. Tokyo / AIST) | Full-duplex | 415k h | en ja | Custom | Public media | human | 2026-07 |
MM-F2FXiamen University | — | 210 h | en | Custom | Public media | human | 2025-07 |
MELDDeCLaRe Lab / SUTD | — | ~12 h | en | Custom | Public media | human | 2018-10 |
| — | 3,809 h | 21 → en | Permissive | Consented | mixed | 2022-01 | |
NaijaS2STMaltais et al. | — | ~200 h | ig ha yo +2 | Permissive | Consented | mixed | 2026-04 |
CVSS-XGris et al. | — | ~16,070 hsynthetic target speech | en +28 | Non-commercial | Consented | mixed | 2026-09 |
SD-EvalAmphion (CUHK-Shenzhen) | — | 8.76 h | en | Non-commercial | Mixed | mixed | 2024-06 |
InteractSpeechInteractSpeech authors (EMNLP 2025) | — | 150 haudio not released | en | Custom | Consented | mixed | 2025-11 |
VoxDialogueVoxDialogue authors (ICLR 2025) | — | — | en | Permissive | Public media | synthetic | 2025-05 |
Behavior-SDSeoul National University (NAACL 2025) | — | 2,164 h | en | Permissive | Not stated | synthetic | 2025-04 |
Korean full-duplex synthetic (preview)Wi-Fi (Hugging Face) | — | preview only2,000.5 h claimed | ko | Permissive | Not stated | synthetic | 2026-08 |
| Full-duplex | 5,446 h | hi en | Non-commercial | Consented | synthetic | 2026-08 | |
InstructS2S-200KICTNLP (LLaMA-Omni team) | — | — | en | Non-commercial | Public media | synthetic | 2024-09 |
MultiTalkPT / MultiTalkFTCUHK MMLab | Full-duplex | 57.6k h | en zh | Non-commercial | Not stated | synthetic | 2026-09 |
MoVE (paired EN/ZH emotional speech)Chen et al. | — | 1,056 hEnglish side | en zh | Non-commercial | Not stated | synthetic | 2026-04 |
DEMANDInria / University of Edinburgh | — | ~5 h | multi | Share-alike | — | — | 2013-06 |