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 • 1.05M • 372 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 45.9k • 197 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 8.08M • 151 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 117k • 100
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BAAI/bge-m3
Sentence Similarity • Updated • 34.1M • • 3.82k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 236M • • 6.19k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 3.58M • • 1.98k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2.52M • • 820
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 • 2B • Updated • 4.05M • • 6.57k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • 0.8B • Updated • 6.3M • • 3.41k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 182k • 1.55k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 287k • 1.03k
Text to Image
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Tongyi-MAI/Z-Image-Turbo
Text-to-Image • 6B • Updated • 588k • • 5.41k -
dx8152/Qwen-Edit-2509-Multiple-angles
Image-to-Image • Updated • 143k • • 987 -
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 699k • • 15.4k -
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • 3B • Updated • 4.37M • • 8.27k
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 • 1T • Updated • 62.9k • • 1.72k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 6.1M • • 8.23k -
allenai/Olmo-3-32B-Think
Text Generation • 32B • Updated • 13.5k • 177 -
allenai/Olmo-3-7B-Instruct
Text Generation • 7B • Updated • 476k • • 153
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Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 19.1k • • 408 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • 235B • Updated • 184k • • 805 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 464k • • 1.25k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 11.8M • • 1.17k
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 • 1.05M • 372 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 45.9k • 197 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 8.08M • 151 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 117k • 100
Speech to Text (ASR) - Best Open Source models
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openai/whisper-large-v3
Automatic Speech Recognition • 2B • Updated • 4.05M • • 6.57k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • 0.8B • Updated • 6.3M • • 3.41k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 182k • 1.55k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 287k • 1.03k
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BAAI/bge-m3
Sentence Similarity • Updated • 34.1M • • 3.82k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 236M • • 6.19k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 3.58M • • 1.98k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2.52M • • 820
Text to Image
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Tongyi-MAI/Z-Image-Turbo
Text-to-Image • 6B • Updated • 588k • • 5.41k -
dx8152/Qwen-Edit-2509-Multiple-angles
Image-to-Image • Updated • 143k • • 987 -
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 699k • • 15.4k -
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • 3B • Updated • 4.37M • • 8.27k
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 • 1T • Updated • 62.9k • • 1.72k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 6.1M • • 8.23k -
allenai/Olmo-3-32B-Think
Text Generation • 32B • Updated • 13.5k • 177 -
allenai/Olmo-3-7B-Instruct
Text Generation • 7B • Updated • 476k • • 153
-
Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 19.1k • • 408 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • 235B • Updated • 184k • • 805 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 464k • • 1.25k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 11.8M • • 1.17k