Cover Image

Deep, data-driven modeling of room acoustics: literature review and research perspectives

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	van Waterschoot, Toon
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A state-space representation of the boundary integral equation for room acoustic modelling
by: Ali, Randall, et al.
Published: (2026)

Cascaded noise reduction and acoustic echo cancellation based on an extended noise reduction
by: Roebben, Arnout, et al.
Published: (2024)

Frequency Tracking Features for Data-Efficient Deep Siren Identification
by: Damiano, Stefano, et al.
Published: (2024)

On Time Delay Interpolation for Improved Acoustic Reflector Localization
by: Rosseel, Hannes, et al.
Published: (2025)

Accelerated Interactive Auralization of Highly Reverberant Spaces using Graphics Hardware
by: Rosseel, Hannes, et al.
Published: (2025)

A Comparative Analysis of Generalised Echo and Interference Cancelling and Extended Multichannel Wiener Filtering for Combined Noise Reduction and Acoustic Echo Cancellation
by: Roebben, Arnout, et al.
Published: (2025)

Topology-Independent GEVD-Based Distributed Adaptive Node-Specific Signal Estimation in Ad-Hoc Wireless Acoustic Sensor Networks
by: Didier, Paul, et al.
Published: (2024)

Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks?
by: Damiano, Stefano, et al.
Published: (2024)

The Neural-SRP method for positional sound source localization
by: Grinstein, Eric, et al.
Published: (2024)

Fast-Converging Distributed Signal Estimation in Topology-Unconstrained Wireless Acoustic Sensor Networks
by: Didier, Paul, et al.
Published: (2025)

A State-of-the-Art Review on Acoustic Preservation of Historical Worship Spaces through Auralization
by: Rosseel, Hannes, et al.
Published: (2025)

Computationally-efficient and perceptually-motivated rendering of diffuse reflections in room acoustics simulation
by: Ewert, Stephan D., et al.
Published: (2023)

Time-domain sound field estimation using kernel ridge regression
by: Brunnström, Jesper, et al.
Published: (2025)

Steered Response Power for Sound Source Localization: A Tutorial Review
by: Grinstein, Eric, et al.
Published: (2024)

Theory and investigation of acoustic multiple-input multiple-output systems based on spherical arrays in a room
by: Morgenstern, Hai, et al.
Published: (2024)

Sound Field Reconstruction Using Physics-Informed Boundary Integral Networks
by: Damiano, Stefano, et al.
Published: (2025)

Room impulse response prototyping using receiver distance estimations for high quality room equalisation algorithms
by: Brooks-Park, James, et al.
Published: (2024)

Fade-in Reverberation in Multi-room Environments Using the Common-Slope Model
by: Lee, Kyung Yun, et al.
Published: (2024)

An experiment on an automated literature survey of data-driven speech enhancement methods
by: Santos, Arthur dos, et al.
Published: (2023)

Modal smoothing for analysis of room reflections measured with spherical microphone and loudspeaker arrays
by: Morgenstern, Hai, et al.
Published: (2024)

Physics-informed neural network for acoustic resonance analysis in a one-dimensional acoustic tube
by: Yokota, Kazuya, et al.
Published: (2023)

An interpretable speech foundation model for depression detection by revealing prediction-relevant acoustic features from long speech
by: Deng, Qingkun, et al.
Published: (2024)

Communication conditions in virtual acoustic scenes in an underground station
by: Hládek, Ľuboš, et al.
Published: (2021)

Robust DOA estimation using deep acoustic imaging
by: Roman, Adrian S., et al.
Published: (2024)

Deep learning classification system for coconut maturity levels based on acoustic signals
by: Caladcad, June Anne, et al.
Published: (2024)

Phoneme-based speech recognition driven by large language models and sampling marginalization
by: Ma, Te, et al.
Published: (2025)

A toolbox for rendering virtual acoustic environments in the context of audiology
by: Grimm, Giso, et al.
Published: (2018)

Guiding the underwater acoustic target recognition with interpretable contrastive learning
by: Xie, Yuan, et al.
Published: (2024)

Effectively obtaining acoustic, visual and textual data from videos
by: León, Jorge E., et al.
Published: (2025)

Are audio DeepFake detection models polyglots?
by: Marek, Bartłomiej, et al.
Published: (2024)

Speech dereverberation constrained on room impulse response characteristics
by: Bahrman, Louis, et al.
Published: (2024)

On the relevance of acoustic measurements for creating realistic virtual acoustic environments
by: Gündert, Siegfried, et al.
Published: (2023)

Automated data curation for self-supervised learning in underwater acoustic analysis
by: Hummel, Hilde I, et al.
Published: (2025)

Noise disturbance and lack of privacy: Modeling acoustic dissatisfaction in open-plan offices
by: Yadav, Manuj, et al.
Published: (2025)

Investigating differences in lab-quality and remote recording methods with dynamic acoustic measures
by: Zhang, Cong, et al.
Published: (2024)

A circular microphone array with virtual microphones based on acoustics-informed neural networks
by: Zhao, Sipei, et al.
Published: (2024)

Automatic acoustic detection of birds through deep learning: the first Bird Audio Detection challenge
by: Stowell, Dan, et al.
Published: (2018)

WavJEPA: Semantic learning unlocks robust audio foundation models for raw waveforms
by: Yuksel, Goksenin, et al.
Published: (2025)

Reduced basis methods for numerical room acoustic simulations with parametrized boundaries
by: Llopis, Hermes Sampedro, et al.
Published: (2021)

E2E-AEC: Implementing an end-to-end neural network learning approach for acoustic echo cancellation
by: Jiang, Yiheng, et al.
Published: (2026)