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09/14/2023
Complexity Scaling for Speech Denoising
Computational complexity is critical when deploying deep learning-based ...
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08/21/2023
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression
Echo cancellation and noise reduction are essential for full-duplex comm...
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08/19/2023
Bayes Risk Transducer: Transducer with Controllable Alignment Prediction
Automatic speech recognition (ASR) based on transducers is widely used. ...
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07/11/2022
The HCCL System for the NIST SRE21
This paper describes the systems developed by the HCCL team for the NIST...
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04/27/2021
DPT-FSNet:Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement
Recently, dual-path networks have achieved promising performance due to ...
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10/20/2020
Power pooling: An adaptive pooling function for weakly labelled sound event detection
Access to large corpora with strongly labelled sound events is expensive...
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07/01/2020
Exploring the time-domain deep attractor network with two-stream architectures in a reverberant environment
With the success of deep learning in speech signal processing, speaker-i...
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05/27/2020
ACGAN-based Data Augmentation Integrated with Long-term Scalogram for Acoustic Scene Classification
In acoustic scene classification (ASC), acoustic features play a crucial...
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05/23/2020
Power Pooling Operators and Confidence Learning for Semi-Supervised Sound Event Detection
In recent years, the involvement of synthetic strongly labeled data,weak...
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07/15/2019