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Real acoustic fields: An audio-visual room acoustics dataset and benchmark
We present a new dataset called Real Acoustic Fields (RAF) that captures real acoustic
room data from multiple modalities. The dataset includes high-quality and densely captured …
room data from multiple modalities. The dataset includes high-quality and densely captured …
Few-shot audio-visual learning of environment acoustics
Room impulse response (RIR) functions capture how the surrounding physical environment
transforms the sounds heard by a listener, with implications for various applications in AR …
transforms the sounds heard by a listener, with implications for various applications in AR …
Learning neural acoustic fields
Our environment is filled with rich and dynamic acoustic information. When we walk into a
cathedral, the reverberations as much as appearance inform us of the sanctuary's wide open …
cathedral, the reverberations as much as appearance inform us of the sanctuary's wide open …
Inras: Implicit neural representation for audio scenes
The spatial acoustic information of a scene, ie, how sounds emitted from a particular location
in the scene are perceived in another location, is key for immersive scene modeling. Robust …
in the scene are perceived in another location, is key for immersive scene modeling. Robust …
Av-nerf: Learning neural fields for real-world audio-visual scene synthesis
Can machines recording an audio-visual scene produce realistic, matching audio-visual
experiences at novel positions and novel view directions? We answer it by studying a new …
experiences at novel positions and novel view directions? We answer it by studying a new …
Mesh2ir: Neural acoustic impulse response generator for complex 3d scenes
We propose a mesh-based neural network (MESH2IR) to generate acoustic impulse
responses (IRs) for indoor 3D scenes represented using a mesh. The IRs are used to create …
responses (IRs) for indoor 3D scenes represented using a mesh. The IRs are used to create …
Towards improved room impulse response estimation for speech recognition
A Ratnarajah, I Ananthabhotla… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
We propose a novel approach for blind room impulse response (RIR) estimation systems in
the context of a downstream application scenario, far-field automatic speech recognition …
the context of a downstream application scenario, far-field automatic speech recognition …
Av-rir: Audio-visual room impulse response estimation
Abstract Accurate estimation of Room Impulse Response (RIR) which captures an
environment's acoustic properties is important for speech processing and AR/VR …
environment's acoustic properties is important for speech processing and AR/VR …
Adverb: Visually guided audio dereverberation
We present AdVerb, a novel audio-visual dereverberation framework that uses visual cues
in addition to the reverberant sound to estimate clean audio. Although audio-only …
in addition to the reverberant sound to estimate clean audio. Although audio-only …
Be everywhere-hear everything (bee): Audio scene reconstruction by sparse audio-visual samples
Fully immersive and interactive audio-visual scenes are dynamic such that the listeners and
the sound emitters move and interact with each other. Reconstruction of an immersive sound …
the sound emitters move and interact with each other. Reconstruction of an immersive sound …