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Ast Audioset Derush

Audio Spectrogram Transformer (AST) model fine-tuned on AudioSet. It was introduced in the paper AST: Audio Spectrogram Transformer by Gong et al. and first released in this repository.

TypeOtherVersionRevision a3985bfBClasse

Source du modèle

Type
Other
Taille du fichier
330 MB
Version
vRevision a3985bf
Mis à jour
19 oct. 2026
Téléchargements
5
Source
Hugging Face

Description de la source

Audio Spectrogram Transformer (fine-tuned on AudioSet)

Audio Spectrogram Transformer (AST) model fine-tuned on AudioSet. It was introduced in the paper AST: Audio Spectrogram Transformer by Gong et al. and first released in this repository.

Disclaimer: The team releasing Audio Spectrogram Transformer did not write a model card for this model so this model card has been written by the Hugging Face team.

Model description

The Audio Spectrogram Transformer is equivalent to ViT, but applied on audio. Audio is first turned into an image (as a spectrogram), after which a Vision Transformer is applied. The model gets state-of-the-art results on several audio classification benchmarks.

Usage

You can use the raw model for classifying audio into one of the AudioSet classes. See the documentation for more info.

Sources

1 source
Hugging FacePrincipalVersion a3985bf2e755b1fa2da2d6ac7244128fc8345ed3
huggingface.co/Tellyourmummy/ast-audioset-derush/tree/a3985bf2e755b1fa2da2d6ac7244128fc8345ed3

Vérifié 19 oct.

Artefacts du modèle

2 artefacts

model.safetensors

safetensors · 330 MB · SHA-256 ae0c1e2ad4e1…924d · Hugging Face

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pytorch_model.bin

bin · 330 MB · SHA-256 9ca280ba0276…8ca4 · Hugging Face

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Extraits de sources

3 extraits

--- license: bsd-3-clause tags: - audio-classification --- # Audio Spectrogram Transformer (fine-tuned on AudioSet) Audio Spectrogram Transformer (AST) model fine-tuned on AudioSet. It was introduced in the paper [AST: Audio Spectrogram Transformer](https://arxiv.org/abs/2104.01778) by Gong et al. and first released in [this repository](https://github.com/YuanGongND/ast). Disclaimer: The team releasing Audio Spectrogram Transformer did not write a model card for this model so this model card has been written by the Hugging Face team. ## Model description The Audio Spectrogram Transformer is equivalent to [ViT](https://huggingface.co/docs/transformers/model_doc/vit), but applied on audio. Audio is first turned into an image (as a spectrogram), after which a Vision Transformer is applied. The model gets state-of-the-art results on several audio classification benchmarks. ## Usage You can use the raw model for classifying audio into one of the AudioSet classes. See the [documentation](https://huggingface.co/docs/transformers/main/en/model_doc/audio-spectrogram-transformer#transformers.ASTForAudioClassification.forward.example) for more info.

Source context: 5 downloads · 0 likes · Pipeline audio-classification · Repo Tellyourmummy/ast-audioset-derush

Source context: 111 downloads · 0 likes · Pipeline audio-classification · Repo Tellyourmummy/ast-audioset-derush