GPT-4o classifies environmental sounds from spectrogram images in a few-shot setting with 59% cross-validated accuracy on ESC-10, beating a commercial audio language model and roughly matching human experts.
Clotho: an audio captioning dataset
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Vision Language Models Are Few-Shot Audio Spectrogram Classifiers
GPT-4o classifies environmental sounds from spectrogram images in a few-shot setting with 59% cross-validated accuracy on ESC-10, beating a commercial audio language model and roughly matching human experts.