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 • 913k • 348 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 550k • 183 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 26.2M • 65 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 31.2k • 83
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BAAI/bge-m3
Sentence Similarity • Updated • 15.3M • • 2.85k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 207M • • 4.61k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.58M • • 1.55k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 1.58M • • 622
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 • 4.92M • • 5.51k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • Updated • 5.01M • • 2.87k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 162k • 1.44k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 84.6k • 965
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 • 59.8k • • 1.68k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 8.46M • • 5.61k -
allenai/Olmo-3-32B-Think
Text Generation • 1.05M • Updated • 5.39k • 169 -
allenai/Olmo-3-7B-Instruct
Text Generation • 528k • Updated • 96.6k • • 123
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Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 319k • • 385 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • Updated • 183k • • 769 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • Updated • 220k • • 1.09k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 6.96M • • 834
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 • 913k • 348 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 550k • 183 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 26.2M • 65 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 31.2k • 83
Speech to Text (ASR) - Best Open Source models
-
openai/whisper-large-v3
Automatic Speech Recognition • Updated • 4.92M • • 5.51k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • Updated • 5.01M • • 2.87k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 162k • 1.44k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 84.6k • 965
-
BAAI/bge-m3
Sentence Similarity • Updated • 15.3M • • 2.85k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 207M • • 4.61k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.58M • • 1.55k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 1.58M • • 622
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 • 59.8k • • 1.68k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 8.46M • • 5.61k -
allenai/Olmo-3-32B-Think
Text Generation • 1.05M • Updated • 5.39k • 169 -
allenai/Olmo-3-7B-Instruct
Text Generation • 528k • Updated • 96.6k • • 123
-
Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 319k • • 385 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • Updated • 183k • • 769 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • Updated • 220k • • 1.09k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 6.96M • • 834