Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation
via Stochastic Room Reverberation Models

Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models

26 August 2024

Joerg Schmalenstroeer

Reinhold Haeb-Umbach

Papers citing "Diminishing Domain Mismatch for DNN-Based Acoustic Distance Estimation via Stochastic Room Reverberation Models"

10 / 10 papers shown

Title
Speaker Distance Estimation in Enclosures from Single-Channel Audio M. Neri Archontis Politis D. Krause Marco Carli Tuomas Virtanen 53 11 0 26 Mar 2024
Hyperbolic Distance-Based Speech Separation Darius Petermann Minje Kim 57 4 0 07 Jan 2024
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions Saksham Singh Kushwaha Irán R. Román Magdalena Fuentes J. P. Bello 34 9 0 17 Sep 2023
Simulating room transfer functions between transducers mounted on audio devices using a modified image source method Zeyu Xu A. Herzog A. Lodermeyer Emanuel Habets Albert Prinn 42 6 0 07 Sep 2023
TS-RIR: Translated synthetic room impulse responses for speech augmentation Anton Ratnarajah Zhenyu Tang Tianyi Zhou 39 18 0 31 Mar 2021
SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 273 441 0 17 Feb 2021
MIRaGe: Multichannel Database Of Room Impulse Responses Measured On High-Resolution Cube-Shaped Grid In Multiple Acoustic Conditions Jaroslav Cmejla Tomás Kounovský Sharon Gannot Zbyněk Koldovský Pinchas Tandeitnik 15 16 0 29 Jul 2019
Averaging Weights Leads to Wider Optima and Better Generalization Pavel Izmailov Dmitrii Podoprikhin T. Garipov Dmitry Vetrov A. Wilson FedML MoMe 104 1,643 0 14 Mar 2018
Pyroomacoustics: A Python package for audio room simulations and array processing algorithms Robin Scheibler Eric Bezzam Ivan Dokmanić 53 513 0 11 Oct 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.2K 149,474 0 22 Dec 2014