From 61e7b2e1342531bdf3d430c9ccefdae3ed8a42ca Mon Sep 17 00:00:00 2001 From: Niels Rogge Date: Mon, 21 Nov 2022 10:40:49 +0000 Subject: [PATCH] Create README.md --- README.md | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 README.md diff --git a/README.md b/README.md new file mode 100644 index 0000000..2ece843 --- /dev/null +++ b/README.md @@ -0,0 +1,17 @@ +--- +license: bsd-3-clause +--- + +# 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/detr), 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/table-transformer) for more info. \ No newline at end of file