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 • 513k • 360 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 95.6k • 188 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 10.3M • 116 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 260k • 93
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BAAI/bge-m3
Sentence Similarity • Updated • 35.2M • • 3.24k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 253M • • 5.08k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.62M • • 1.79k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2.92M • • 749
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 • 5.93M • • 5.96k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • 0.8B • Updated • 8.16M • • 3.17k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 509k • 1.52k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 149k • 993
Text to Image
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Tongyi-MAI/Z-Image-Turbo
Text-to-Image • 6B • Updated • 1.08M • • 5.01k -
dx8152/Qwen-Edit-2509-Multiple-angles
Image-to-Image • Updated • 157k • • 960 -
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 604k • • 13.7k -
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • Updated • 1.41M • • 7.95k
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 • 96.4k • • 1.71k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 8.27M • • 6.33k -
allenai/Olmo-3-32B-Think
Text Generation • 32B • Updated • 9.13k • 172 -
allenai/Olmo-3-7B-Instruct
Text Generation • 7B • Updated • 193k • • 138
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Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 14.9k • • 400 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • 235B • Updated • 69.4k • • 791 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 387k • • 1.2k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 5.03M • • 999
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 • 513k • 360 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 95.6k • 188 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 10.3M • 116 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 260k • 93
Speech to Text (ASR) - Best Open Source models
-
openai/whisper-large-v3
Automatic Speech Recognition • 2B • Updated • 5.93M • • 5.96k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • 0.8B • Updated • 8.16M • • 3.17k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 509k • 1.52k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 149k • 993
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BAAI/bge-m3
Sentence Similarity • Updated • 35.2M • • 3.24k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 253M • • 5.08k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.62M • • 1.79k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2.92M • • 749
Text to Image
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Tongyi-MAI/Z-Image-Turbo
Text-to-Image • 6B • Updated • 1.08M • • 5.01k -
dx8152/Qwen-Edit-2509-Multiple-angles
Image-to-Image • Updated • 157k • • 960 -
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 604k • • 13.7k -
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • Updated • 1.41M • • 7.95k
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 • 96.4k • • 1.71k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 8.27M • • 6.33k -
allenai/Olmo-3-32B-Think
Text Generation • 32B • Updated • 9.13k • 172 -
allenai/Olmo-3-7B-Instruct
Text Generation • 7B • Updated • 193k • • 138
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Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 14.9k • • 400 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • 235B • Updated • 69.4k • • 791 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 387k • • 1.2k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 5.03M • • 999