NLP & Speech

1,079 repositories1,013 packages24 news eventsIn AI & Machine Learning

456 models · Downloads

Model	Family	Parameters	License	Downloads · 30d	Growth · 30d	Likes	Access
almanach/camembert-base Fill mask · transformers	No family	111.2M	mit	930.8Kdownloads / 30 days	Collectinghistory	115	Open
albert/albert-base-v2 Fill mask · transformers	No family	11.8M	apache-2.0	930.4Kdownloads / 30 days	Collectinghistory	154	Open
openbmb/VoxCPM2 Text to speech · voxcpm	No family	2.3B	apache-2.0	925.1Kdownloads / 30 days	Collectinghistory	1.7K	Open
microsoft/deberta-v3-small Fill mask · transformers	No family	Not reported	mit	920.1Kdownloads / 30 days	Collectinghistory	90	Open
softcatala/wav2vec2-large-xlsr-catala Automatic speech recognition · transformers	No family	Not reported	apache-2.0	911.2Kdownloads / 30 days	Collectinghistory	3	Open
arijitx/wav2vec2-xls-r-300m-bengali Automatic speech recognition · transformers	No family	Not reported	apache-2.0	900.4Kdownloads / 30 days	Collectinghistory	13	Open
facebook/nllb-200-distilled-600M Translation · transformers	No family	Not reported	cc-by-nc-4.0	889.2Kdownloads / 30 days	Collectinghistory	997	Open
comodoro/wav2vec2-xls-r-300m-sk-cv8 Automatic speech recognition · transformers	No family	Not reported	apache-2.0	884.6Kdownloads / 30 days	Collectinghistory	2	Open
SWivid/F5-TTS Text to speech · f5-tts	No family	Not reported	cc-by-nc-4.0	882.9Kdownloads / 30 days	Collectinghistory	1.2K	Open
unitary/unbiased-toxic-roberta Text classification · transformers	No family	Not reported	apache-2.0	871.1Kdownloads / 30 days	Collectinghistory	44	Open
Qwen/Qwen3-TTS-12Hz-0.6B-CustomVoice Text to speech	QwenOfficial	905.8M	apache-2.0	870.9Kdownloads / 30 days	Collectinghistory	209	Open
Qwen/Qwen3-ASR-0.6B Automatic speech recognition	QwenOfficial	938M	apache-2.0	851.8Kdownloads / 30 days	Collectinghistory	389	Open
MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 Zero shot classification · transformers	No family	278.8M	mit	837.5Kdownloads / 30 days	Collectinghistory	406	Open
autotrust/JEV-35B Text classification · transformers	QwenDerivative	36B	apache-2.0	776.1Kdownloads / 30 days	Collectinghistory	456	Open
google-bert/bert-large-cased Fill mask · transformers	No family	334.7M	apache-2.0	768.5Kdownloads / 30 days	Collectinghistory	38	Open
Xenova/whisper-tiny.en Automatic speech recognition · transformers.js	No family	Not reported	apache-2.0	759.4Kdownloads / 30 days	Collectinghistory	33	Open
eddiegulay/wav2vec2-large-xlsr-mvc-swahili Automatic speech recognition · transformers	No family	315.5M	apache-2.0	757.3Kdownloads / 30 days	Collectinghistory	3	Open
Systran/faster-whisper-base.en Automatic speech recognition · ctranslate2	No family	Not reported	mit	743.2Kdownloads / 30 days	Collectinghistory	8	Open
dbmdz/bert-large-cased-finetuned-conll03-english Token classification · transformers	No family	333.6M	Not reported	737.5Kdownloads / 30 days	Collectinghistory	98	Open
infinitejoy/wav2vec2-large-xls-r-300m-welsh Automatic speech recognition · transformers	No family	Not reported	apache-2.0	727.2Kdownloads / 30 days	Collectinghistory	1	Open
openai/whisper-tiny Automatic speech recognition · transformers	No family	37.8M	apache-2.0	727Kdownloads / 30 days	Collectinghistory	470	Open
answerdotai/ModernBERT-large Fill mask · transformers	No family	395.9M	apache-2.0	724.5Kdownloads / 30 days	Collectinghistory	500	Open
Qwen/Qwen2.5-Math-PRM-7B Text classification · transformers	QwenOfficial	7.6B	Other	719.3Kdownloads / 30 days	Collectinghistory	97	Open
Xenova/ms-marco-MiniLM-L-6-v2 Text classification · transformers.js	No family	Not reported	Not reported	710.4Kdownloads / 30 days	Collectinghistory	10	Open
yiyanghkust/finbert-tone Text classification · transformers	No family	Not reported	Not reported	702.3Kdownloads / 30 days	Collectinghistory	232	Open
handy-computer/parakeet-tdt-0.6b-v3-gguf Automatic speech recognition · transcribe.cpp	No family	Not reported	cc-by-4.0	691.6Kdownloads / 30 days	Collectinghistory	10	Open
onnx-community/Kokoro-82M-v1.0-ONNX Text to speech · transformers.js	No family	Not reported	apache-2.0	679.6Kdownloads / 30 days	Collectinghistory	281	Open
nlptown/bert-base-multilingual-uncased-sentiment Text classification · transformers	No family	167.4M	mit	672.9Kdownloads / 30 days	Collectinghistory	496	Open
neuralmind/bert-large-portuguese-cased Fill mask · transformers	No family	Not reported	mit	672.5Kdownloads / 30 days	Collectinghistory	74	Open
gagan3012/wav2vec2-xlsr-nepali Automatic speech recognition · transformers	No family	Not reported	apache-2.0	670.5Kdownloads / 30 days	Collectinghistory	8	Open
mlx-community/parakeet-tdt-0.6b-v2 Automatic speech recognition · mlx	No family	617.9M	cc-by-4.0	670.3Kdownloads / 30 days	Collectinghistory	47	Open
facebook/esm2_t6_8M_UR50D Fill mask · transformers	No family	7.8M	mit	663.9Kdownloads / 30 days	Collectinghistory	50	Open
gvs/wav2vec2-large-xlsr-malayalam Automatic speech recognition · transformers	No family	Not reported	apache-2.0	658.6Kdownloads / 30 days	Collectinghistory	7	Open
microsoft/VibeVoice-ASR Automatic speech recognition · transformers	No family	8.7B	mit	658Kdownloads / 30 days	Collectinghistory	1.3K	Open
protectai/deberta-v3-base-prompt-injection-v2 Text classification · transformers	No family	184.4M	apache-2.0	650.4Kdownloads / 30 days	Collectinghistory	126	Open
handy-computer/whisper-medium-gguf Automatic speech recognition · transcribe.cpp	No family	Not reported	apache-2.0	643.1Kdownloads / 30 days	Collectinghistory	0	Open
cardiffnlp/twitter-xlm-roberta-base-sentiment Text classification · transformers	No family	Not reported	Not reported	636.6Kdownloads / 30 days	Collectinghistory	279	Open
Qwen/Qwen3-TTS-12Hz-0.6B-Base Text to speech	QwenOfficial	914.6M	apache-2.0	624.9Kdownloads / 30 days	Collectinghistory	351	Open
microsoft/llmlingua-2-bert-base-multilingual-cased-meetingbank Token classification · transformers	No family	177.3M	apache-2.0	618.5Kdownloads / 30 days	Collectinghistory	64	Open
Helsinki-NLP/opus-mt-fr-en Translation · transformers	No family	75.2M	apache-2.0	611.2Kdownloads / 30 days	Collectinghistory	61	Open
distil-whisper/distil-large-v3 Automatic speech recognition · transformers	No family	756.4M	mit	602.6Kdownloads / 30 days	Collectinghistory	384	Open
nvidia/parakeet-tdt-0.6b-v3 Automatic speech recognition · transformers	No family	627.1M	cc-by-4.0	595.4Kdownloads / 30 days	Collectinghistory	1.2K	Open
kredor/punctuate-all Token classification · transformers	No family	Not reported	mit	595.2Kdownloads / 30 days	Collectinghistory	31	Open
m3hrdadfi/wav2vec2-large-xlsr-lithuanian Automatic speech recognition · transformers	No family	Not reported	apache-2.0	588Kdownloads / 30 days	Collectinghistory	2	Open
Babelscape/wikineural-multilingual-ner Token classification · transformers	No family	177.3M	cc-by-nc-sa-4.0	583.1Kdownloads / 30 days	Collectinghistory	169	Open
Xenova/whisper-tiny Automatic speech recognition · transformers.js	No family	Not reported	apache-2.0	572.6Kdownloads / 30 days	Collectinghistory	19	Open
facebook/wav2vec2-xlsr-53-espeak-cv-ft Automatic speech recognition · transformers	No family	Not reported	apache-2.0	566.5Kdownloads / 30 days	Collectinghistory	60	Open
lxyuan/distilbert-base-multilingual-cased-sentiments-student Text classification · transformers	No family	135.3M	apache-2.0	564.8Kdownloads / 30 days	Collectinghistory	316	Open
autotrust/JEV-9B Text classification · transformers	QwenDerivative	9B	apache-2.0	563.7Kdownloads / 30 days	Collectinghistory	94	Open
onecxi/open-vakgyata Audio classification · transformers	No family	58.7M	cc-by-nc-4.0	547.2Kdownloads / 30 days	Collectinghistory	3	Open
aubmindlab/bert-base-arabertv02 Fill mask · transformers	No family	135.9M	Not reported	541.4Kdownloads / 30 days	Collectinghistory	51	Open
alefiury/wav2vec2-large-xlsr-53-gender-recognition-librispeech Audio classification · transformers	No family	315.7M	apache-2.0	540.2Kdownloads / 30 days	Collectinghistory	48	Open
distilbert/distilbert-base-multilingual-cased Fill mask · transformers	No family	135.4M	apache-2.0	537.1Kdownloads / 30 days	Collectinghistory	247	Open
Serveurperso/Qwen3-TTS-GGUF Text to speech · gguf	QwenDerivative	Not reported	apache-2.0	530.3Kdownloads / 30 days	Collectinghistory	61	Open
aismlv/wav2vec2-large-xlsr-kazakh Automatic speech recognition · transformers	No family	315.5M	apache-2.0	525.1Kdownloads / 30 days	Collectinghistory	21	Open
anton-l/wav2vec2-large-xlsr-53-estonian Automatic speech recognition · transformers	No family	Not reported	apache-2.0	510.9Kdownloads / 30 days	Collectinghistory	1	Open
j-hartmann/emotion-english-distilroberta-base Text classification · transformers	No family	Not reported	Not reported	503.1Kdownloads / 30 days	Collectinghistory	505	Open
facebook/fasttext-language-identification Text classification · fasttext	No family	Not reported	cc-by-nc-4.0	500.2Kdownloads / 30 days	Collectinghistory	288	Open
handy-computer/whisper-large-v3-turbo-gguf Automatic speech recognition · transcribe.cpp	No family	Not reported	mit	498.5Kdownloads / 30 days	Collectinghistory	4	Open
drbaph/Higgs-Audio-v3-Studio Text to speech	No family	Not reported	Other	497.8Kdownloads / 30 days	Collectinghistory	9	Open
ncbi/MedCPT-Cross-Encoder Text classification · transformers	No family	Not reported	Other	491.1Kdownloads / 30 days	Collectinghistory	33	Open
ai-sage/GigaAM-v3 Automatic speech recognition	No family	Not reported	mit	488.7Kdownloads / 30 days	Collectinghistory	192	Open
Musixmatch/umberto-commoncrawl-cased-v1 Fill mask · transformers	No family	Not reported	Not reported	484.8Kdownloads / 30 days	Collectinghistory	19	Open
facebook/nllb-200-distilled-1.3B Translation · transformers	No family	Not reported	cc-by-nc-4.0	482.2Kdownloads / 30 days	Collectinghistory	194	Open
segment-any-text/sat-3l-sm Token classification · transformers	No family	213.7M	mit	473.8Kdownloads / 30 days	Collectinghistory	14	Open
ampixa/sanoTTS Text to speech · sanotts	No family	Not reported	gpl-3.0	472.6Kdownloads / 30 days	Collectinghistory	73	Open
MilaNLProc/xlm-emo-t Text classification · transformers	No family	Not reported	Not reported	458.4Kdownloads / 30 days	Collectinghistory	14	Open
yikuan8/Clinical-Longformer Fill mask · transformers	No family	Not reported	Not reported	451.3Kdownloads / 30 days	Collectinghistory	69	Open
joeddav/xlm-roberta-large-xnli Zero shot classification · transformers	No family	560.9M	mit	447.1Kdownloads / 30 days	Collectinghistory	302	Open
facebook/audiobox-aesthetics Audio classification	No family	103.9M	cc-by-4.0	444.1Kdownloads / 30 days	Collectinghistory	57	Open
MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli Zero shot classification · transformers	No family	184.4M	mit	440.9Kdownloads / 30 days	Collectinghistory	227	Open
microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract Fill mask · transformers	No family	Not reported	mit	436.4Kdownloads / 30 days	Collectinghistory	109	Open
oliverguhr/german-sentiment-bert Text classification · transformers	No family	109.1M	mit	431.3Kdownloads / 30 days	Collectinghistory	73	Open
Qwen/Qwen3-TTS-12Hz-1.7B-VoiceDesign Text to speech · qwen-tts	QwenOfficial	1.9B	apache-2.0	423.4Kdownloads / 30 days	Collectinghistory	451	Open
dascim/juribert-base Fill mask · transformers	No family	110.7M	mit	422Kdownloads / 30 days	Collectinghistory	0	Open
dccuchile/bert-base-spanish-wwm-uncased Fill mask · transformers	No family	Not reported	Not reported	421.4Kdownloads / 30 days	Collectinghistory	77	Open
DrishtiSharma/wav2vec2-large-xls-r-300m-bg-d2 Automatic speech recognition · transformers	No family	Not reported	apache-2.0	419.6Kdownloads / 30 days	Collectinghistory	1	Open
jhu-clsp/mmBERT-base Fill mask · transformers	No family	Not reported	mit	415.9Kdownloads / 30 days	Collectinghistory	271	Open
cis-lmu/glotlid Text classification · fasttext	No family	Not reported	Other	415.6Kdownloads / 30 days	Collectinghistory	106	Open
handy-computer/Voxtral-Mini-4B-Realtime-2602-gguf Automatic speech recognition · transcribe.cpp	MistralDerivative	Not reported	apache-2.0	407.4Kdownloads / 30 days	Collectinghistory	9	Open
SpideyDLK/wav2vec2-large-xls-r-300m-sinhala-low-LR-part1 Automatic speech recognition · transformers	No family	315.5M	Not reported	406.9Kdownloads / 30 days	Collectinghistory	0	Open
microsoft/VibeVoice-1.5B Text to speech · transformers	No family	2.7B	mit	401.3Kdownloads / 30 days	Collectinghistory	2.5K	Open
google-bert/bert-base-german-cased Fill mask · transformers	No family	109.7M	mit	401.1Kdownloads / 30 days	Collectinghistory	82	Open
handy-computer/whisper-large-v3-gguf Automatic speech recognition · transcribe.cpp	No family	Not reported	apache-2.0	400.9Kdownloads / 30 days	Collectinghistory	2	Open
pysentimiento/robertuito-sentiment-analysis Text classification · pysentimiento	No family	108.8M	Not reported	391.7Kdownloads / 30 days	Collectinghistory	109	Open
cross-encoder/nli-deberta-v3-small Zero shot classification · sentence-transformers	No family	141.9M	apache-2.0	391.2Kdownloads / 30 days	Collectinghistory	17	Open
amoghsgopadi/wav2vec2-large-xlsr-kn Automatic speech recognition · transformers	No family	Not reported	apache-2.0	391Kdownloads / 30 days	Collectinghistory	1	Open
Helsinki-NLP/opus-mt-zh-en Translation · transformers	No family	Not reported	cc-by-4.0	389.5Kdownloads / 30 days	Collectinghistory	565	Open
anton-l/wav2vec2-large-xlsr-53-slovenian Automatic speech recognition · transformers	No family	Not reported	apache-2.0	386.4Kdownloads / 30 days	Collectinghistory	0	Open
sumedh/wav2vec2-large-xlsr-marathi Automatic speech recognition · transformers	No family	315.5M	apache-2.0	381Kdownloads / 30 days	Collectinghistory	2	Open
openai-community/roberta-base-openai-detector Text classification · transformers	No family	125.2M	mit	380.7Kdownloads / 30 days	Collectinghistory	138	Open
kingabzpro/wav2vec2-large-xlsr-53-punjabi Automatic speech recognition · transformers	No family	94.4M	apache-2.0	379.9Kdownloads / 30 days	Collectinghistory	4	Open
gagan3012/wav2vec2-xlsr-khmer Automatic speech recognition · transformers	No family	Not reported	apache-2.0	378.3Kdownloads / 30 days	Collectinghistory	2	Open
Qwen/Qwen3-ForcedAligner-0.6B Automatic speech recognition	QwenOfficial	917.7M	apache-2.0	376.5Kdownloads / 30 days	Collectinghistory	174	Open
ElKulako/cryptobert Text classification · transformers	No family	124.6M	mit	376.4Kdownloads / 30 days	Collectinghistory	196	Open
tohoku-nlp/bert-base-japanese-whole-word-masking Fill mask · transformers	No family	Not reported	cc-by-sa-4.0	372.2Kdownloads / 30 days	Collectinghistory	76	Open
facebook/wav2vec2-lv-60-espeak-cv-ft Automatic speech recognition · transformers	No family	Not reported	apache-2.0	368.8Kdownloads / 30 days	Collectinghistory	77	Open
Qwen/Qwen3-ASR-1.7B-hf Automatic speech recognition · transformers	QwenOfficial	2B	apache-2.0	359.4Kdownloads / 30 days	Collectinghistory	147	Open
emilyalsentzer/Bio_Discharge_Summary_BERT Fill mask · transformers	No family	Not reported	mit	359.3Kdownloads / 30 days	Collectinghistory	38	Open
microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext Fill mask · transformers	No family	Not reported	mit	354.2Kdownloads / 30 days	Collectinghistory	344	Open

Models in NLP & Speech