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09/07/2023
Simulating room transfer functions between transducers mounted on audio devices using a modified image source method
The image source method (ISM) is often used to simulate room acoustics d...
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08/28/2023
Data-driven 3D Room Geometry Inference with a Linear Loudspeaker Array and a Single Microphone
Knowing the room geometry may be very beneficial for many audio applicat...
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03/23/2023
Better Together: Dialogue Separation and Voice Activity Detection for Audio Personalization in TV
In TV services, dialogue level personalization is key to meeting user pr...
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03/15/2023
Beamformer-Guided Target Speaker Extraction
We propose a Beamformer-guided Target Speaker Extraction (BG-TSE) method...
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03/13/2023
Multi-Microphone Speaker Separation by Spatial Regions
We consider the task of region-based source separation of reverberant mu...
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02/22/2023
Contrastive Representation Learning for Acoustic Parameter Estimation
A study is presented in which a contrastive learning approach is used to...
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12/27/2022
Audiovisual Database with 360 Video and Higher-Order Ambisonics Audio for Perception, Cognition, Behavior, and QoE Evaluation Research
Research into multi-modal perception, human cognition, behavior, and att...
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08/05/2022
AID: Open-source Anechoic Interferer Dataset
A dataset of anechoic recordings of various sound sources encountered in...
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06/28/2022
Speaker Verification in Multi-Speaker Environments Using Temporal Feature Fusion
Verifying the identity of a speaker is crucial in modern human-machine i...
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02/23/2022
Blind Reverberation Time Estimation in Dynamic Acoustic Conditions
The estimation of reverberation time from real-world signals plays a cen...
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02/01/2022
New Insights on Target Speaker Extraction
In recent years, researchers have become increasingly interested in spea...
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01/03/2022
Signal-Aware Direction-of-Arrival Estimation Using Attention Mechanisms
The direction-of-arrival (DOA) of sound sources is an essential acoustic...
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11/09/2020
Guided Source Separation
State-of-the-art separation of desired signal components from a mixture ...
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11/09/2020
Efficient Training Data Generation for Phase-Based DOA Estimation
Deep learning (DL) based direction of arrival (DOA) estimation is an act...
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11/09/2020
An Empirical Study of Visual Features for DNN based Audio-Visual Speech Enhancement in Multi-talker Environments
Audio-visual speech enhancement (AVSE) methods use both audio and visual...
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04/30/2020
Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching
The performance of machine learning algorithms is known to be negatively...
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12/18/2019
Scattering in Feedback Delay Networks
Feedback delay networks (FDNs) are recursive filters, which are widely u...
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04/17/2019
Deep Filtering: Signal Extraction Using Complex Time-Frequency Filters
Signal extraction from a single-channel mixture with additional undesire...
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11/20/2018
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation
In a recent work on direction-of-arrival (DOA) estimation of multiple sp...
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10/23/2018
On the difference-to-sum power ratio of speech and wind noise based on the Corcos model
The difference-to-sum power ratio was proposed and used to suppress wind...
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07/31/2018
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals
Supervised learning based methods for source localization, being data dr...
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05/24/2018
Simulating Multi-channel Wind Noise Based on the Corcos Model
A novel multi-channel artificial wind noise generator based on a fluid d...
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05/24/2018
Simulating Multi-channel Wind Noise Based on Corcos Model
A novel multi-channel artificial wind noise generator based on a fluid d...
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12/12/2017
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation
The task of estimating the maximum number of concurrent speakers from si...
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12/12/2017
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise
The problem of multi-speaker localization is formulated as a multi-class...
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05/02/2017