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 • 1.55M • 387 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 53.1k • 204 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 7.66M • 176 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 97.7k • 101
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BAAI/bge-m3
Sentence Similarity • Updated • 30.1M • • 3.94k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 190M • • 6.03k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.66M • • 2.07k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2.04M • • 842
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 • 3.64M • • 6.71k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • 0.8B • Updated • 5.79M • • 3.49k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 183k • 1.59k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 312k • 1.04k
Text to Image
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Tongyi-MAI/Z-Image-Turbo
Text-to-Image • 6B • Updated • 741k • • 5.52k -
dx8152/Qwen-Edit-2509-Multiple-angles
Image-to-Image • Updated • 70.3k • • 1.01k -
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 606k • • 15.8k -
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • 3B • Updated • 4.31M • • 8.41k
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 • 46.9k • • 1.73k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 4.9M • • 8.65k -
allenai/Olmo-3-32B-Think
Text Generation • 32B • Updated • 13.3k • 177 -
allenai/Olmo-3-7B-Instruct
Text Generation • 7B • Updated • 223k • • 159
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Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 78.3k • • 420 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • 235B • Updated • 130k • • 814 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 505k • • 1.26k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 6.57M • • 1.23k
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 • 1.55M • 387 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 53.1k • 204 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 7.66M • 176 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 97.7k • 101
Speech to Text (ASR) - Best Open Source models
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openai/whisper-large-v3
Automatic Speech Recognition • 2B • Updated • 3.64M • • 6.71k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • 0.8B • Updated • 5.79M • • 3.49k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 183k • 1.59k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 312k • 1.04k
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BAAI/bge-m3
Sentence Similarity • Updated • 30.1M • • 3.94k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 190M • • 6.03k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.66M • • 2.07k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2.04M • • 842
Text to Image
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Tongyi-MAI/Z-Image-Turbo
Text-to-Image • 6B • Updated • 741k • • 5.52k -
dx8152/Qwen-Edit-2509-Multiple-angles
Image-to-Image • Updated • 70.3k • • 1.01k -
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 606k • • 15.8k -
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • 3B • Updated • 4.31M • • 8.41k
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 • 46.9k • • 1.73k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 4.9M • • 8.65k -
allenai/Olmo-3-32B-Think
Text Generation • 32B • Updated • 13.3k • 177 -
allenai/Olmo-3-7B-Instruct
Text Generation • 7B • Updated • 223k • • 159
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Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 78.3k • • 420 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • 235B • Updated • 130k • • 814 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 505k • • 1.26k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 6.57M • • 1.23k