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Best Audio Classification Models

484

484 audio classification models on MLForge, ranked by downloads — including work from laion, alefiury, audeering, MIT. Compare, download and run them locally on your own GPU. Free tier.

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Top Audio Classification models

C laion/clap-htsat-fused Audio Classification ·153.6M params 14.7M 107 🤗 HF W alefiury/wav2vec2-large-xlsr-53-gender-recognition-librispeech Audio Classification ·315.7M params 587.0K 48 🤗 HF W audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim Audio Classification ·165.3M params 584.0K 171 🤗 HF A MIT/ast-finetuned-audioset-10-10-0.4593 Audio Classification ·86.6M params 529.0K 360 🤗 HF M m-a-p/MERT-v1-330M Audio Classification 466.6K 90 🤗 HF W audeering/wav2vec2-large-robust-24-ft-age-gender Audio Classification ·317.5M params 444.1K 56 🤗 HF M facebook/mms-lid-256 Audio Classification ·966.2M params 378.1K 18 🤗 HF M OpenMuQ/MuQ-large-msd-iter Audio Classification ·333.4M params 348.8K 24 🤗 HF H xbgoose/hubert-large-speech-emotion-recognition-russian-dusha-finetuned Audio Classification ·315.7M params 316.7K 15 🤗 HF O onecxi/open-vakgyata Audio Classification ·58.7M params 273.8K 3 🤗 HF E speechbrain/emotion-recognition-wav2vec2-IEMOCAP Audio Classification 227.4K 188 🤗 HF M m-a-p/MERT-v1-95M Audio Classification 219.1K 51 🤗 HF C prithivMLmods/Common-Voice-Gender-Detection Audio Classification ·94.6M params 148.8K 31 🤗 HF A facebook/audiobox-aesthetics Audio Classification 129.2K 48 🤗 HF L speechbrain/lang-id-voxlingua107-ecapa Audio Classification 95.6K 152 🤗 HF H superb/hubert-large-superb-er Audio Classification 92.2K 25 🤗 HF M facebook/mms-lid-1024 Audio Classification ·967.0M params 88.0K 11 🤗 HF M OpenMuQ/MuQ-MuLan-large Audio Classification 59.9K 23 🤗 HF W aufklarer/WeSpeaker-ResNet34-LM-MLX Audio Classification ·6.6M params 51.0K 2 🤗 HF W superb/wav2vec2-base-superb-er Audio Classification 48.3K 16 🤗 HF M facebook/mms-lid-4017 Audio Classification ·970.1M params 47.3K 15 🤗 HF W tiantiaf/wavlm-large-categorical-emotion Audio Classification 46.1K 4 🤗 HF W tiantiaf/wavlm-large-voice-quality Audio Classification 45.6K 4 🤗 HF Q aufklarer/Qwen3-ForcedAligner-0.6B-4bit Audio Classification ·414.8M params 30.2K 1 🤗 HF V JaesungHuh/voice-gender-classifier Audio Classification ·15.5M params 24.5K 40 🤗 HF M facebook/mms-lid-126 Audio Classification ·966.1M params 23.1K 35 🤗 HF S firdhokk/speech-emotion-recognition-with-openai-whisper-large-v3 Audio Classification ·637.3M params 21.2K 114 🤗 HF A MIT/ast-finetuned-audioset-14-14-0.443 Audio Classification ·86.2M params 20.1K 6 🤗 HF W ehcalabres/wav2vec2-lg-xlsr-en-speech-emotion-recognition Audio Classification ·316.5M params 17.7K 250 🤗 HF W jakeBland/wav2vec-vm-finetune Audio Classification ·315.7M params 14.8K 13 🤗 HF S speechbrain/spkrec-xvect-voxceleb Audio Classification 11.6K 66 🤗 HF W superb/wav2vec2-base-superb-ks Audio Classification 9.8K 17 🤗 HF W tiantiaf/whisper-large-v3-msp-podcast-emotion-dim Audio Classification ·1.5B params 9.6K 4 🤗 HF S awsaf49/sonics-spectttra-alpha-120s Audio Classification 9.4K 1 🤗 HF A Jzuluaga/accent-id-commonaccent_ecapa Audio Classification 9.4K 18 🤗 HF L speechbrain/lang-id-commonlanguage_ecapa Audio Classification 9.1K 40 🤗 HF W tiantiaf/whisper-large-v3-msp-podcast-emotion Audio Classification ·1.5B params 8.3K 6 🤗 HF D Speech-Arena-2025/DF_Arena_500M_V_1 Audio Classification 8.1K 1 🤗 HF W Aniemore/wav2vec2-xlsr-53-russian-emotion-recognition Audio Classification ·316.5M params 7.1K 16 🤗 HF C mispeech/ced-base Audio Classification ·85.7M params 6.3K 14 🤗 HF D mtg-upf/discogs-maest-30s-pw-129e Audio Classification ·86.9M params 6.1K 5 🤗 HF W audeering/wav2vec2-large-robust-6-ft-age-gender Audio Classification ·90.8M params 5.7K 6 🤗 HF C prithivMLmods/Common-Voice-Gender-Detection-ONNX Audio Classification 5.4K 6 🤗 HF C mispeech/ced-small Audio Classification ·21.6M params 4.7K 🤗 HF N Etherll/NoisySpeechDetection-v0.2 Audio Classification ·88.4M params 4.6K 8 🤗 HF H superb/hubert-base-superb-er Audio Classification 4.1K 22 🤗 HF D MelodyMachine/Deepfake-audio-detection-V2 Audio Classification ·94.6M params 3.7K 19 🤗 HF O orcasound/orcahello-srkw-detector-v1 Audio Classification ·25.7M params 3.5K 1 🤗 HF W Gustking/wav2vec2-large-xlsr-deepfake-audio-classification Audio Classification ·315.7M params 3.5K 6 🤗 HF H xmj2002/hubert-base-ch-speech-emotion-recognition Audio Classification 3.4K 50 🤗 HF H superb/hubert-base-superb-sid Audio Classification 3.3K 1 🤗 HF W KELONMYOSA/wav2vec2-xls-r-300m-emotion-ru Audio Classification 3.3K 1 🤗 HF C mudler/ced-gguf Audio Classification 3.2K 1 🤗 HF W tiantiaf/wavlm-large-age-sex Audio Classification 3.2K 11 🤗 HF W garystafford/wav2vec2-deepfake-voice-detector Audio Classification ·315.7M params 3.2K 5 🤗 HF A MIT/ast-finetuned-speech-commands-v2 Audio Classification ·85.4M params 2.9K 18 🤗 HF D mispeech/dasheng-base Audio Classification ·85.4M params 2.9K 9 🤗 HF S awsaf49/sonics-spectttra-gamma-5s Audio Classification 2.8K 🤗 HF W anton-l/wav2vec2-random-tiny-classifier Audio Classification 2.8K 2 🤗 HF D Speech-Arena-2025/DF_Arena_1B_V_1 Audio Classification 2.8K 8 🤗 HF V alkiskoudounas/voc2vec Audio Classification 2.7K 4 🤗 HF W aufklarer/WeSpeaker-ResNet34-LM-CoreML Audio Classification 2.6K 🤗 HF W Khoa/w2v-speech-emotion-recognition Audio Classification ·94.6M params 2.5K 2 🤗 HF W AbijahKaj/whisper-telephony-amd Audio Classification ·8.3M params 2.4K 1 🤗 HF W superb/wav2vec2-large-superb-er Audio Classification 2.2K 4 🤗 HF W Dpngtm/wav2vec2-emotion-recognition Audio Classification ·94.6M params 2.1K 6 🤗 HF W Aniemore/wavlm-emotion-russian-resd Audio Classification ·316.5M params 2.1K 3 🤗 HF W padmalcom/wav2vec2-large-nonverbalvocalization-classification Audio Classification 2.1K 10 🤗 HF W tiantiaf/wavlm-large-msp-podcast-emotion-dim Audio Classification 2.0K 5 🤗 HF V gaunernst/vit_base_patch16_1024_128.audiomae_as2m_ft_as20k Audio Classification ·86.1M params 2.0K 2 🤗 HF G griko/gender_cls_svm_ecapa_voxceleb Audio Classification 2.0K 🤗 HF V TalTechNLP/voxlingua107-epaca-tdnn Audio Classification 1.9K 33 🤗 HF S firdhokk/speech-emotion-recognition-with-facebook-wav2vec2-large-xlsr-53 Audio Classification ·315.7M params 1.8K 🤗 HF W 7wolf/wav2vec2-base-gender-classification Audio Classification ·94.6M params 1.8K 1 🤗 HF M dima806/music_genres_classification Audio Classification ·94.6M params 1.8K 39 🤗 HF E dima806/english_accents_classification Audio Classification ·94.6M params 1.7K 6 🤗 HF C mispeech/ced-tiny Audio Classification ·5.5M params 1.6K 4 🤗 HF A Xenova/ast-finetuned-audioset-10-10-0.4593 Audio Classification 1.3K 🤗 HF C funasr/campplus Audio Classification 1.3K 21 🤗 HF D mo-thecreator/Deepfake-audio-detection Audio Classification ·94.6M params 1.2K 16 🤗 HF A MIT/ast-finetuned-audioset-16-16-0.442 Audio Classification ·86.1M params 1.2K 1 🤗 HF S aufklarer/Sortformer-Diarization-CoreML Audio Classification 1.2K 1 🤗 HF M badrex/mms-300m-arabic-dialect-identifier Audio Classification ·315.7M params 1.2K 8 🤗 HF A Jzuluaga/accent-id-commonaccent_xlsr-en-english Audio Classification 1.1K 17 🤗 HF C wsntxxn/cnn8rnn-audioset-sed Audio Classification ·6.4M params 1.1K 5 🤗 HF D anyreach-ai/dualturn-qwen2.5-mimi-0.5B Audio Classification ·658.6M params 1.0K 1 🤗 HF A AI-Music-Detection/ai_music_detection_large_60s Audio Classification ·90.8M params 1.0K 8 🤗 HF D bookbot/distil-wav2vec2-adult-child-cls-37m Audio Classification ·37.9M params 1.0K 2 🤗 HF M facebook/mms-lid-512 Audio Classification ·966.5M params 978 2 🤗 HF D sanchit-gandhi/distilhubert-finetuned-gtzan Audio Classification ·23.7M params 946 3 🤗 HF M Krithika-p/my_awesome_emotions_model Audio Classification ·94.6M params 930 🤗 HF W audeering/wav2small Audio Classification ·16.1K params 853 2 🤗 HF W somosnlp-hackathon-2022/wav2vec2-base-finetuned-sentiment-classification-MESD Audio Classification ·94.6M params 825 10 🤗 HF M zhudi2825/MuQ-Eval-A1 Audio Classification 806 🤗 HF C mispeech/ced-mini Audio Classification ·9.7M params 777 3 🤗 HF S 3loi/SER-Odyssey-Baseline-WavLM-Multi-Attributes Audio Classification ·318.6M params 729 13 🤗 HF Y thelou1s/yamnet Audio Classification 719 2 🤗 HF S lab260/Spectra-AASIST Audio Classification ·316.0M params 707 🤗 HF S awsaf49/sonics-spectttra-gamma-120s Audio Classification 701 🤗 HF W onnx-community/wav2vec2-emotion-recognition-ONNX Audio Classification 685 2 🤗 HF M dima806/multiple_accent_classification Audio Classification ·94.6M params 679 3 🤗 HF X harshit345/xlsr-wav2vec-speech-emotion-recognition Audio Classification 656 62 🤗 HF S hughlan1214/Speech_Emotion_Recognition_wav2vec2-large-xlsr-53_240304_SER_fine-tuned2.0 Audio Classification ·315.7M params 638 2 🤗 HF H superb/hubert-base-superb-ks Audio Classification 632 8 🤗 HF W padmalcom/wav2vec2-large-emotion-detection-german Audio Classification 612 8 🤗 HF A lab260/AASIST3 Audio Classification ·321.7M params 596 3 🤗 HF A DBD-research-group/AudioProtoPNet-20-BirdSet-XCL Audio Classification ·287.2M params 584 🤗 HF W superb/wav2vec2-base-superb-sid Audio Classification 570 23 🤗 HF S prithivMLmods/Speech-Emotion-Classification Audio Classification ·94.6M params 558 9 🤗 HF V binant/voice-gender-classifier Audio Classification ·15.5M params 525 🤗 HF W anton-l/wav2vec2-base-superb-sv Audio Classification 493 3 🤗 HF W Lajavaness/wav2vec2-lg-xlsr-fr-speech-emotion-recognition Audio Classification ·315.7M params 480 15 🤗 HF D SpeechAntiSpoofingBenchmarks/DF_Arena_1B_V_1 Audio Classification 466 1 🤗 HF C aufklarer/CamPlusPlus-Speaker-CoreML Audio Classification 465 🤗 HF A ylacombe/accent-classifier Audio Classification ·966.0M params 461 7 🤗 HF D Hemgg/Deepfake-audio-detection Audio Classification ·94.6M params 456 2 🤗 HF D SpeechAntiSpoofingBenchmarks/DF_Arena_500M_V_1 Audio Classification 452 🤗 HF L FluidInference/ls-eend-coreml Audio Classification 450 1 🤗 HF Q aufklarer/Qwen3-ForcedAligner-0.6B-CoreML-INT8 Audio Classification 431 2 🤗 HF M helenai/MIT-ast-finetuned-speech-commands-v2-ov Audio Classification 415 🤗 HF

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