Best open-source Text-to-Speech (TTS) models — SOTA neural voice synthesis, zero-shot cloning, multilingual & expressive speech generation.
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Best Open Source models for Audio Classification (emotion, music genre, language ID, etc.)
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MIT/ast-finetuned-audioset-10-10-0.4593
Audio Classification • 86.6M • Updated • 794k • 352 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 496k • 184 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 21.3M • 71 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 32.8k • 83
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BAAI/bge-m3
Sentence Similarity • Updated • 15M • • 2.89k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 197M • • 4.65k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.06M • • 1.58k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 1.59M • • 638
Image to Image
Image To Video
Music & Sound Generation - Best Open Source models (MusicGen, Stable Audio, etc.)
Speech to Text (ASR) - Best Open Source models
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openai/whisper-large-v3
Automatic Speech Recognition • Updated • 4.72M • • 5.55k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • Updated • 5.11M • • 2.9k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 169k • 1.45k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 83.6k • 967
Text to Image
Text to Video
The idea of this Collection is to gather those interesting models that are Open Source and I can use them in the webpage
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moonshotai/Kimi-K2-Thinking
Text Generation • 1.1T • Updated • 56.8k • • 1.69k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 8.64M • • 5.67k -
allenai/Olmo-3-32B-Think
Text Generation • 1.05M • Updated • 5.06k • 170 -
allenai/Olmo-3-7B-Instruct
Text Generation • 528k • Updated • 366k • • 124
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Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 352k • • 387 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • Updated • 176k • • 771 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • Updated • 238k • • 1.09k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 4.3M • • 853
Best open-source Text-to-Speech (TTS) models — SOTA neural voice synthesis, zero-shot cloning, multilingual & expressive speech generation.
Music & Sound Generation - Best Open Source models (MusicGen, Stable Audio, etc.)
Best Open Source models for Audio Classification (emotion, music genre, language ID, etc.)
-
MIT/ast-finetuned-audioset-10-10-0.4593
Audio Classification • 86.6M • Updated • 794k • 352 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 496k • 184 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 21.3M • 71 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 32.8k • 83
Speech to Text (ASR) - Best Open Source models
-
openai/whisper-large-v3
Automatic Speech Recognition • Updated • 4.72M • • 5.55k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • Updated • 5.11M • • 2.9k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 169k • 1.45k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 83.6k • 967
-
BAAI/bge-m3
Sentence Similarity • Updated • 15M • • 2.89k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 197M • • 4.65k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.06M • • 1.58k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 1.59M • • 638
Text to Image
Image to Image
Text to Video
Image To Video
The idea of this Collection is to gather those interesting models that are Open Source and I can use them in the webpage
-
moonshotai/Kimi-K2-Thinking
Text Generation • 1.1T • Updated • 56.8k • • 1.69k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 8.64M • • 5.67k -
allenai/Olmo-3-32B-Think
Text Generation • 1.05M • Updated • 5.06k • 170 -
allenai/Olmo-3-7B-Instruct
Text Generation • 528k • Updated • 366k • • 124
-
Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 352k • • 387 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • Updated • 176k • • 771 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • Updated • 238k • • 1.09k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 4.3M • • 853