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 • 1.27M • 383 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 51.3k • 200 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 7.14M • 170 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 95.3k • 100
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BAAI/bge-m3
Sentence Similarity • Updated • 30.4M • • 3.91k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 199M • • 6k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 2.48M • • 2.05k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2M • • 836
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 • 3.63M • • 6.68k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • 0.8B • Updated • 5.95M • • 3.47k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 189k • 1.58k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 305k • 1.03k
Text to Image
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Tongyi-MAI/Z-Image-Turbo
Text-to-Image • 6B • Updated • 655k • • 5.5k -
dx8152/Qwen-Edit-2509-Multiple-angles
Image-to-Image • Updated • 73.4k • • 998 -
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 639k • • 15.7k -
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • 3B • Updated • 4.2M • • 8.37k
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 • 48.6k • • 1.73k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 5.05M • • 8.55k -
allenai/Olmo-3-32B-Think
Text Generation • 32B • Updated • 14.1k • 177 -
allenai/Olmo-3-7B-Instruct
Text Generation • 7B • Updated • 338k • • 159
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Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 22.4k • • 417 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • 235B • Updated • 147k • • 812 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 460k • • 1.26k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 4.79M • • 1.22k
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 • 1.27M • 383 -
speechbrain/emotion-recognition-wav2vec2-IEMOCAP
Audio Classification • Updated • 51.3k • 200 -
laion/clap-htsat-fused
Audio Classification • 0.2B • Updated • 7.14M • 170 -
m-a-p/MERT-v1-330M
Audio Classification • Updated • 95.3k • 100
Speech to Text (ASR) - Best Open Source models
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openai/whisper-large-v3
Automatic Speech Recognition • 2B • Updated • 3.63M • • 6.68k -
openai/whisper-large-v3-turbo
Automatic Speech Recognition • 0.8B • Updated • 5.95M • • 3.47k -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 189k • 1.58k -
facebook/seamless-m4t-v2-large
Automatic Speech Recognition • 2B • Updated • 305k • 1.03k
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BAAI/bge-m3
Sentence Similarity • Updated • 30.4M • • 3.91k -
sentence-transformers/all-MiniLM-L6-v2
Sentence Similarity • 22.7M • Updated • 199M • • 6k -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 2.48M • • 2.05k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2M • • 836
Text to Image
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Tongyi-MAI/Z-Image-Turbo
Text-to-Image • 6B • Updated • 655k • • 5.5k -
dx8152/Qwen-Edit-2509-Multiple-angles
Image-to-Image • Updated • 73.4k • • 998 -
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 639k • • 15.7k -
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • 3B • Updated • 4.2M • • 8.37k
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 • 48.6k • • 1.73k -
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 5.05M • • 8.55k -
allenai/Olmo-3-32B-Think
Text Generation • 32B • Updated • 14.1k • 177 -
allenai/Olmo-3-7B-Instruct
Text Generation • 7B • Updated • 338k • • 159
-
Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 22.4k • • 417 -
Qwen/Qwen3-235B-A22B-Instruct-2507
Text Generation • 235B • Updated • 147k • • 812 -
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 460k • • 1.26k -
Qwen/Qwen3-VL-8B-Instruct
Image-Text-to-Text • 9B • Updated • 4.79M • • 1.22k