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Learning Neural Acoustic Fields
v1v2 (latest)

Learning Neural Acoustic Fields

Neural Information Processing Systems (NeurIPS), 2022
4 April 2022
Andrew F. Luo
Yilun Du
Michael J. Tarr
J. Tenenbaum
Antonio Torralba
Chuang Gan
    AI4CE
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "Learning Neural Acoustic Fields"

50 / 70 papers shown
VibraVerse: A Large-Scale Geometry-Acoustics Alignment Dataset for Physically-Consistent Multimodal Learning
VibraVerse: A Large-Scale Geometry-Acoustics Alignment Dataset for Physically-Consistent Multimodal Learning
Bo Pang
Chenxi Xu
J. Ren
Guoping Wang
Sheng Li
197
0
0
25 Nov 2025
Enhancing XR Auditory Realism via Multimodal Scene-Aware Acoustic Rendering
Enhancing XR Auditory Realism via Multimodal Scene-Aware Acoustic RenderingACM Symposium on User Interface Software and Technology (UIST), 2025
Tianyu Xu
Jihan Li
Penghe Zu
Pranav Sahay
Maruchi Kim
...
Xun Qian
Katrina Passarella
Mahitha Rachumalla
Rajeev Nongpiur
D Shin
128
2
0
14 Nov 2025
Resounding Acoustic Fields with Reciprocity
Resounding Acoustic Fields with Reciprocity
Zitong Lan
Yiduo Hao
Mingmin Zhao
99
0
0
23 Oct 2025
INFER : Learning Implicit Neural Frequency Response Fields for Confined Car Cabin
INFER : Learning Implicit Neural Frequency Response Fields for Confined Car Cabin
Harshvardhan Takawale
Nirupam Roy
Phil Brown
135
0
0
08 Oct 2025
Room Impulse Response Synthesis via Differentiable Feedback Delay Networks for Efficient Spatial Audio Rendering
Room Impulse Response Synthesis via Differentiable Feedback Delay Networks for Efficient Spatial Audio Rendering
Armin Gerami
R. Duraiswami
73
0
0
30 Sep 2025
Differentiable Acoustic Radiance Transfer
Differentiable Acoustic Radiance Transfer
Sungho Lee
Matteo Scerbo
Seungu Han
Min Jun Choi
Kyogu Lee
Enzo De Sena
135
0
0
19 Sep 2025
Lightweight Implicit Neural Network for Binaural Audio Synthesis
Lightweight Implicit Neural Network for Binaural Audio Synthesis
Xikun Lu
Fang Liu
Weizhi Shi
Jinqiu Sang
137
0
0
17 Sep 2025
Deep Learning for Personalized Binaural Audio Reproduction
Deep Learning for Personalized Binaural Audio Reproduction
Xikun Lu
Yunda Chen
Zehua Chen
Jie Wang
Mingxing Liu
Hongmei Hu
C. Zheng
Stefan Bleeck
Jinqiu Sang
183
2
0
30 Aug 2025
ASAudio: A Survey of Advanced Spatial Audio Research
ASAudio: A Survey of Advanced Spatial Audio Research
Zhiyuan Zhu
Yu Zhang
Wenxiang Guo
Changhao Pan
Zhou Zhao
199
3
0
08 Aug 2025
How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes
How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes
Mahnoor Fatima Saad
Ziad Al-Halah
VGen
90
1
0
04 Aug 2025
Learning Magnitude Distribution of Sound Fields via Conditioned Autoencoder
Learning Magnitude Distribution of Sound Fields via Conditioned Autoencoder
Shoichi Koyama
Kenji Ishizuka
91
0
0
20 Jun 2025
NAT: Neural Acoustic Transfer for Interactive Scenes in Real Time
NAT: Neural Acoustic Transfer for Interactive Scenes in Real TimeIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025
Xutong Jin
Bo Pang
Chenxi Xu
Xinyun Hou
Guoping Wang
Sheng Li
181
0
0
06 Jun 2025
Can NeRFs See without Cameras?
Can NeRFs See without Cameras?
Chaitanya Amballa
Sattwik Basu
Yu-Lin Wei
Zhijian Yang
Mehmet Ergezer
Romit Roy Choudhury
199
0
0
28 May 2025
Single-Channel Target Speech Extraction Utilizing Distance and Room Clues
Single-Channel Target Speech Extraction Utilizing Distance and Room Clues
Runwu Shi
Zirui Lin
Benjamin Yen
Jiang Wang
Ragib Amin Nihal
Kazuhiro Nakadai
3DV
273
0
0
20 May 2025
Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses
Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses
Christopher Ick
Gordon Wichern
Yoshiki Masuyama
François Germain
Jonathan Le Roux
AI4CE
250
3
0
19 May 2025
ReverbMiipher: Generative Speech Restoration meets Reverberation Characteristics Controllability
ReverbMiipher: Generative Speech Restoration meets Reverberation Characteristics Controllability
Wataru Nakata
Yuma Koizumi
Shigeki Karita
Robin Scheibler
Haruko Ishikawa
Adriana Guevara-Rukoz
Heiga Zen
M. Bacchiani
370
2
0
08 May 2025
Differentiable Room Acoustic Rendering with Multi-View Vision Priors
Differentiable Room Acoustic Rendering with Multi-View Vision Priors
Derong Jin
Ruohan Gao
313
2
0
30 Apr 2025
Deep, data-driven modeling of room acoustics: literature review and research perspectives
Deep, data-driven modeling of room acoustics: literature review and research perspectives
Toon van Waterschoot
AI4CE
215
3
0
22 Apr 2025
Hearing Anywhere in Any Environment
Hearing Anywhere in Any EnvironmentComputer Vision and Pattern Recognition (CVPR), 2025
Xiulong Liu
Anurag Kumar
P. Calamia
Sebastia V. Amengual
Calvin Murdock
Ishwarya Ananthabhotla
Philip Robinson
Eli Shlizerman
V. Ithapu
Ruohan Gao
272
6
0
14 Apr 2025
SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic BindingComputer Vision and Pattern Recognition (CVPR), 2025
Mingfei Chen
I. D. Gebru
Ishwarya Ananthabhotla
Christian Richardt
Dejan Marković
Jake Sandakly
Steven Krenn
Todd Keebler
Eli Shlizerman
Alexander Richard
278
2
0
08 Apr 2025
A State-of-the-Art Review on Acoustic Preservation of Historical Worship Spaces through Auralization
A State-of-the-Art Review on Acoustic Preservation of Historical Worship Spaces through AuralizationSignal Processing (Signal Process.), 2025
Hannes Rosseel
Toon van Waterschoot
207
4
0
23 Mar 2025
AV-Surf: Surface-Enhanced Geometry-Aware Novel-View Acoustic Synthesis
AV-Surf: Surface-Enhanced Geometry-Aware Novel-View Acoustic Synthesis
Hadam Baek
Hannie Shin
Jiyoung Seo
Chanwoo Kim
Saerom Kim
Hyeongbok Kim
Sangpil Kim
201
1
0
17 Mar 2025
On Adversarial Attacks In Acoustic Drone Localization
On Adversarial Attacks In Acoustic Drone Localization
Tamir Shor
Chaim Baskin
A. Bronstein
AAML
217
0
0
27 Feb 2025
Acoustic Volume Rendering for Neural Impulse Response Fields
Acoustic Volume Rendering for Neural Impulse Response FieldsNeural Information Processing Systems (NeurIPS), 2024
Zitong Lan
Chenhao Zheng
Zhiwei Zheng
Mingmin Zhao
301
18
0
09 Nov 2024
Acoustic-based 3D Human Pose Estimation Robust to Human Position
Acoustic-based 3D Human Pose Estimation Robust to Human PositionBritish Machine Vision Conference (BMVC), 2024
Yusuke Oumi
Yuto Shibata
Go Irie
Akisato Kimura
Yoshimitsu Aoki
Mariko Isogawa
327
2
0
08 Nov 2024
Physics-Informed Machine Learning For Sound Field Estimation
Physics-Informed Machine Learning For Sound Field EstimationIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2024
Shoichi Koyama
Juliano G. C. Ribeiro
Tomohiko Nakamura
Natsuki Ueno
Mirco Pezzoli
133
6
0
27 Aug 2024
Disentangled Acoustic Fields For Multimodal Physical Scene Understanding
Disentangled Acoustic Fields For Multimodal Physical Scene Understanding
Jie Yin
Andrew F. Luo
Yilun Du
A. Cherian
Tim K. Marks
Jonathan Le Roux
Chuang Gan
269
1
0
16 Jul 2024
SOAF: Scene Occlusion-aware Neural Acoustic Field
SOAF: Scene Occlusion-aware Neural Acoustic Field
Huiyu Gao
Jiahao Ma
David Ahmedt-Aristizabal
Chuong H. Nguyen
Miaomiao Liu
403
5
0
02 Jul 2024
SPEAR: Receiver-to-Receiver Acoustic Neural Warping Field
SPEAR: Receiver-to-Receiver Acoustic Neural Warping Field
Yuhang He
Shitong Xu
Jia-Xing Zhong
Sangyun Shin
Niki Trigoni
Andrew Markham
244
0
0
16 Jun 2024
AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
Swapnil Bhosale
Haosen Yang
Helen Treharne
Jiankang Deng
Xiatian Zhu
333
11
0
13 Jun 2024
Hearing Anything Anywhere
Hearing Anything Anywhere
Mason Wang
Ryosuke Sawata
Samuel Clarke
Ruohan Gao
Shangzhe Wu
Jiajun Wu
248
13
0
11 Jun 2024
NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields
NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields
Amandine Brunetto
Sascha Hornauer
Fabien Moutarde
459
9
0
28 May 2024
MAGIC: Map-Guided Few-Shot Audio-Visual Acoustics Modeling
MAGIC: Map-Guided Few-Shot Audio-Visual Acoustics Modeling
Diwei Huang
Kun-Li Channing Lin
Peihao Chen
Qing Du
Zhuliang Yu
VGen
152
0
0
22 May 2024
ActiveRIR: Active Audio-Visual Exploration for Acoustic Environment
  Modeling
ActiveRIR: Active Audio-Visual Exploration for Acoustic Environment Modeling
Arjun Somayazulu
Sagnik Majumder
Changan Chen
Kristen Grauman
196
2
0
24 Apr 2024
Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations
Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations
Krishna Subramani
Paris Smaragdis
Takuya Higuchi
M. Souden
104
1
0
05 Apr 2024
Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and
  Benchmark
Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark
Ziyang Chen
I. D. Gebru
Christian Richardt
Anurag Kumar
William Laney
Andrew Owens
Alexander Richard
235
36
0
27 Mar 2024
DART: Implicit Doppler Tomography for Radar Novel View Synthesis
DART: Implicit Doppler Tomography for Radar Novel View Synthesis
Tianshu Huang
John Miller
Akarsh Prabhakara
Tao Jin
Tarana Laroia
Zico Kolter
Anthony G. Rowe
257
16
0
06 Mar 2024
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization
Yoshiki Masuyama
Gordon Wichern
François Germain
Zexu Pan
Sameer Khurana
Chiori Hori
Jonathan Le Roux
180
19
0
27 Feb 2024
Semantically-aware Neural Radiance Fields for Visual Scene
  Understanding: A Comprehensive Review
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review
Thang-Anh-Quan Nguyen
Amine Bourki
Mátyás Macudzinski
Anthony Brunel
M. Bennamoun
356
16
0
17 Feb 2024
EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS
EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS
Sharath Girish
Kamal Gupta
Abhinav Shrivastava
3DGS
332
169
0
07 Dec 2023
AV-RIR: Audio-Visual Room Impulse Response Estimation
AV-RIR: Audio-Visual Room Impulse Response EstimationComputer Vision and Pattern Recognition (CVPR), 2023
Anton Ratnarajah
Sreyan Ghosh
Sonal Kumar
Purva Chiniya
Dinesh Manocha
270
28
0
30 Nov 2023
LAVSS: Location-Guided Audio-Visual Spatial Audio Separation
LAVSS: Location-Guided Audio-Visual Spatial Audio SeparationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Yuxin Ye
Wenming Yang
Yapeng Tian
220
12
0
31 Oct 2023
Novel-View Acoustic Synthesis from 3D Reconstructed Rooms
Novel-View Acoustic Synthesis from 3D Reconstructed RoomsInterspeech (Interspeech), 2023
Byeongjoo Ahn
Karren D. Yang
Brian Hamilton
Jonathan Sheaffer
Anurag Ranjan
Miguel Sarabia
Oncel Tuzel
Jen-Hao Rick Chang
184
11
0
23 Oct 2023
Measuring Acoustics with Collaborative Multiple Agents
Measuring Acoustics with Collaborative Multiple AgentsInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Yinfeng Yu
Changan Chen
Lele Cao
Fangkai Yang
Gang Hua
274
9
0
09 Oct 2023
Neural Acoustic Context Field: Rendering Realistic Room Impulse Response
  With Neural Fields
Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fields
Susan Liang
Chao Huang
Yapeng Tian
Anurag Kumar
Chenliang Xu
195
31
0
27 Sep 2023
Simulating room transfer functions between transducers mounted on audio
  devices using a modified image source method
Simulating room transfer functions between transducers mounted on audio devices using a modified image source methodJournal of the Acoustical Society of America (JASA), 2023
Zeyu Xu
A. Herzog
A. Lodermeyer
Emanuel Habets
Albert Prinn
143
8
0
07 Sep 2023
RGI-Net: 3D Room Geometry Inference from Room Impulse Responses in the
  Absence of First-order Echoes
RGI-Net: 3D Room Geometry Inference from Room Impulse Responses in the Absence of First-order EchoesInternational Workshop on Acoustic Signal Enhancement (IWAENC), 2023
Inmo Yeon
Jung-Woo Choi
3DV
262
2
0
04 Sep 2023
Sound propagation in realistic interactive 3D scenes with parameterized
  sources using deep neural operators
Sound propagation in realistic interactive 3D scenes with parameterized sources using deep neural operatorsProceedings of the National Academy of Sciences of the United States of America (PNAS), 2023
N. Borrel-Jensen
S. Goswami
A. Engsig-Karup
George Karniadakis
C. Jeong
AI4CE
323
26
0
09 Aug 2023
Self-Supervised Visual Acoustic Matching
Self-Supervised Visual Acoustic MatchingNeural Information Processing Systems (NeurIPS), 2023
Arjun Somayazulu
Changan Chen
Kristen Grauman
SSL
219
15
0
27 Jul 2023
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance
  Fields
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields
AKM SHAHARIAR AZAD RABBY
Chengcui Zhang
417
41
0
05 Jun 2023
12
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