Search Results for author: Wenyu Jin

Found 7 papers, 0 papers with code

Exploring the Power of Pure Attention Mechanisms in Blind Room Parameter Estimation

no code implementations25 Feb 2024 Chunxi Wang, Maoshen Jia, Meiran Li, Changchun Bao, Wenyu Jin

Dynamic parameterization of acoustic environments has drawn widespread attention in the field of audio processing.

Data Augmentation Transfer Learning

Attention Is All You Need For Blind Room Volume Estimation

no code implementations23 Sep 2023 Chunxi Wang, Maoshen Jia, Meiran Li, Changchun Bao, Wenyu Jin

In recent years, dynamic parameterization of acoustic environments has raised increasing attention in the field of audio processing.

Data Augmentation Transfer Learning

Blind Acoustic Room Parameter Estimation Using Phase Features

no code implementations13 Mar 2023 Christopher Ick, Adib Mehrabi, Wenyu Jin

Modeling room acoustics in a field setting involves some degree of blind parameter estimation from noisy and reverberant audio.

Speech Enhancement

Acoustic Room Compensation Using Local PCA-based Room Average Power Response Estimation

no code implementations30 Jun 2022 Wenyu Jin, Patrick McPherson, Chris Pike, Adib Mehrabi

Acoustic room compensation techniques, which allow a sound reproduction system to counteract undesired alteration to the sound scene due to excessive room resonances, have been widely studied.

Individualized Hear-through For Acoustic Transparency Using PCA-Based Sound Pressure Estimation At The Eardrum

no code implementations8 Oct 2021 Wenyu Jin, Tim Schoof, Henning Schepker

To this end, the output of the device is processed by means of an equalization filter, such that the transfer function between external sound sources and the eardrum is equivalent for the open-ear and the aided condition with the device in the ear.

Classification of Huntington Disease using Acoustic and Lexical Features

no code implementations7 Aug 2020 Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost

Speech is a critical biomarker for Huntington Disease (HD), with changes in speech increasing in severity as the disease progresses.

Classification General Classification

Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments

no code implementations30 May 2017 Zixing Zhang, Jürgen Geiger, Jouni Pohjalainen, Amr El-Desoky Mousa, Wenyu Jin, Björn Schuller

Eliminating the negative effect of non-stationary environmental noise is a long-standing research topic for automatic speech recognition that stills remains an important challenge.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

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