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03/13/2023
Neural Diarization with Non-autoregressive Intermediate Attractors
End-to-end neural diarization (EEND) with encoder-decoder-based attracto...
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10/31/2022
Diffusion-based Generative Speech Source Separation
We propose DiffSep, a new single channel source separation method based ...
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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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04/01/2022
End-to-End Multi-speaker ASR with Independent Vector Analysis
We develop an end-to-end system for multi-channel, multi-speaker automat...
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02/17/2022
MLP-ASR: Sequence-length agnostic all-MLP architectures for speech recognition
We propose multi-layer perceptron (MLP)-based architectures suitable for...
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10/13/2021
SDR – Medium Rare with Fast Computations
We revisit the widely used bss eval metrics for source separation with a...
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06/02/2021
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array Manifold
We propose a generalized formulation of direction of arrival estimation ...
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02/12/2021
Joint Dereverberation and Separation with Iterative Source Steering
We propose a new algorithm for joint dereverberation and blind source se...
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11/11/2020
Surrogate Source Model Learning for Determined Source Separation
We propose to learn surrogate functions of universal speech priors for d...
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09/11/2020
Generalized Minimal Distortion Principle for Blind Source Separation
We revisit the source image estimation problem from blind source separat...
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08/23/2020
Independent Vector Analysis via Log-Quadratically Penalized Quadratic Minimization
We propose a new algorithm for blind source separation of convolutive mi...
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06/04/2020
A study on more realistic room simulation for far-field keyword spotting
We investigate the impact of more realistic room simulation for training...
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04/08/2020
MM Algorithms for Joint Independent Subspace Analysis with Application to Blind Single and Multi-Source Extraction
In this work, we propose efficient algorithms for joint independent subs...
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10/23/2019
Fast Independent Vector Extraction by Iterative SINR Maximization
We propose fast independent vector extraction (FIVE), a new algorithm th...
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05/20/2019
Independent Vector Analysis with more Microphones than Sources
We extend frequency-domain blind source separation based on independent ...
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04/04/2019
Multi-modal Blind Source Separation with Microphones and Blinkies
We propose a blind source separation algorithm that jointly exploits mea...
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11/18/2017
Separake: Source Separation with a Little Help From Echoes
It is commonly believed that multipath hurts various audio processing al...
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10/11/2017
Pyroomacoustics: A Python package for audio room simulations and array processing algorithms
We present pyroomacoustics, a software package aimed at the rapid develo...
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10/07/2013