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09/15/2023
The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction
Previous Multimodal Information based Speech Processing (MISP) challenge...
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07/23/2023
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation
Neural speech separation has made remarkable progress and its integratio...
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06/23/2023
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios
The CHiME challenges have played a significant role in the development a...
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05/31/2023
UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures
In reverberant conditions with multiple concurrent speakers, each microp...
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04/18/2023
Neural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated Full- and Sub-Band Modeling
We propose FSB-LSTM, a novel long short-term memory (LSTM) based archite...
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02/15/2023
Multi-Channel Target Speaker Extraction with Refinement: The WavLab Submission to the Second Clarity Enhancement Challenge
This paper describes our submission to the Second Clarity Enhancement Ch...
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12/14/2022
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks
Emulating the human ability to solve the cocktail party problem, i.e., f...
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11/22/2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation
We propose TF-GridNet for speech separation. The model is a novel multi-...
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09/08/2022
TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation
We propose TF-GridNet, a novel multi-path deep neural network (DNN) oper...
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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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04/21/2022
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency
Deep learning based speech enhancement in the short-term Fourier transfo...
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04/15/2022
Improving Frame-Online Neural Speech Enhancement with Overlapped-Frame Prediction
Frame-online speech enhancement systems in the short-time Fourier transf...
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03/08/2022
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation
Existing systems for sound event localization and detection (SELD) typic...
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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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02/10/2022
Conditional Diffusion Probabilistic Model for Speech Enhancement
Speech enhancement is a critical component of many user-oriented audio a...
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10/19/2021
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks
The cocktail party problem aims at isolating any source of interest with...
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10/01/2021
Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement
A promising approach for multi-microphone speech separation involves two...
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08/16/2021
Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation
A promising approach for speech dereverberation is based on supervised l...
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08/16/2021
Convolutive Prediction for Reverberant Speech Separation
We investigate the effectiveness of convolutive prediction, a novel form...
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08/11/2021
On The Compensation Between Magnitude and Phase in Speech Separation
Deep neural network (DNN) based end-to-end optimization in the complex t...
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07/14/2021
Localization Based Sequential Grouping for Continuous Speech Separation
This study investigates robust speaker localization for con-tinuous spee...
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10/04/2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speaker Separation
We propose multi-microphone complex spectral mapping, a simple way of ap...
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03/04/2020
Multi-Microphone Complex Spectral Mapping for Speech Dereverberation
This study proposes a multi-microphone complex spectral mapping approach...
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11/18/2019
Alternating Between Spectral and Spatial Estimation for Speech Separation and Enhancement
This work investigates alternation between spectral separation using mas...
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11/22/2018
Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective
This study investigates phase reconstruction for deep learning based mon...
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04/26/2018