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Found 3 papers, 2 papers with code
Anomalous Sound Detection using Audio Representation with Machine ID based Contrastive Learning Pretraining
This paper uses contrastive learning to refine audio representations for each machine ID, rather than for each audio sample.
Local Information Assisted Attention-free Decoder for Audio Captioning
Although this method effectively captures global information within audio data via the self-attention mechanism, it may ignore the event with short time duration, due to its limitation in capturing local information in an audio signal, leading to inaccurate prediction of captions.
Time-domain Speech Enhancement with Generative Adversarial Learning
Speech enhancement aims to obtain speech signals with high intelligibility and quality from noisy speech.
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