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09/19/2023
FoleyGen: Visually-Guided Audio Generation
Recent advancements in audio generation have been spurred by the evoluti...
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09/15/2023
Stack-and-Delay: a new codebook pattern for music generation
In language modeling based music generation, a generated waveform is rep...
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06/11/2023
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute
Self-supervised learning (SSL) has led to great strides in speech proces...
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05/22/2023
Scaling Speech Technology to 1,000+ Languages
Expanding the language coverage of speech technology has the potential t...
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05/15/2023
Ripple sparse self-attention for monaural speech enhancement
The use of Transformer represents a recent success in speech enhancement...
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04/10/2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit
ESPnet-ST-v2 is a revamp of the open-source ESPnet-ST toolkit necessitat...
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07/19/2022
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding
This paper presents recent progress on integrating speech separation and...
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02/24/2022
Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge
This paper describes our submission to the L3DAS22 Challenge Task 1, whi...
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11/15/2021
Time-Frequency Attention for Monaural Speech Enhancement
Most studies on speech enhancement generally don't consider the energy d...
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10/28/2021
TorchAudio: Building Blocks for Audio and Speech Processing
This document describes version 0.10 of torchaudio: building blocks for ...
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12/02/2020
Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement
Recurrent neural networks using the LSTM architecture can achieve signif...
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12/02/2020
Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks
Spatial clustering techniques can achieve significant multi-channel nois...
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12/02/2020
Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks
Recent works have shown that Deep Recurrent Neural Networks using the LS...
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11/03/2019