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05/11/2023
Universal Source Separation with Weakly Labelled Data
Universal source separation (USS) is a fundamental research task for com...
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03/21/2023
ByteCover3: Accurate Cover Song Identification on Short Queries
Deep learning based methods have become a paradigm for cover song identi...
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02/02/2022
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection
Audio classification is an important task of mapping audio samples into ...
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12/15/2021
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data
Deep learning techniques for separating audio into different sound sourc...
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06/21/2021
Attention-based cross-modal fusion for audio-visual voice activity detection in musical video streams
Many previous audio-visual voice-related works focus on speech, ignoring...
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02/19/2021
Speech enhancement with weakly labelled data from AudioSet
Speech enhancement is a task to improve the intelligibility and perceptu...
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02/19/2021
CatNet: music source separation system with mix-audio augmentation
Music source separation (MSS) is the task of separating a music piece in...
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10/27/2020
ByteCover: Cover Song Identification via Multi-Loss Training
We present in this paper ByteCover, which is a new feature learning meth...
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10/26/2020
Contrastive Unsupervised Learning for Audio Fingerprinting
The rise of video-sharing platforms has attracted more and more people t...
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04/18/2019
RepGN:Object Detection with Relational Proposal Graph Network
Region based object detectors achieve the state-of-the-art performance, ...
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01/02/2019
End-to-End Model for Speech Enhancement by Consistent Spectrogram Masking
Recently, phase processing is attracting increasinginterest in speech en...
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09/10/2018
AAG-Stega: Automatic Audio Generation-based Steganography
Steganography, as one of the three basic information security systems, h...
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05/02/2018