Room Impulse Response (RIR)

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Most implemented papers archive 2025-07-28

18 shown of 18 papers with code (52 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• FAST-RIR: Fast neural diffuse room impulse response generator
  7 Oct 2021 3 repositories listed
  We present a neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.
• gpuRIR: A python library for Room Impulse Response simulation with GPU acceleration
  26 Oct 2018 3 repositories listed
  The Image Source Method (ISM) is one of the most employed techniques to calculate acoustic Room Impulse Responses (RIRs), however, its computational complexity grows fast with the reverberation time of the room and its…
• AV-RIR: Audio-Visual Room Impulse Response Estimation
  30 Nov 2023 2 repositories listed
  We propose AV-RIR, a novel multi-modal multi-task learning approach to accurately estimate the RIR from a given reverberant speech signal and the visual cues of its corresponding environment.
• Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains
  5 Sep 2022 2 repositories listed
  Our system submitted to the DCASE 2022 Task 3 is based on our previous proposed Event-Independent Network V2 (EINV2) with a novel data augmentation method.
• FRA-RIR: Fast Random Approximation of the Image-source Method
  8 Aug 2022 2 repositories listed Syntology ran 3 of 3 samples · 0 unverified
  The training of modern speech processing systems often requires a large amount of simulated room impulse response (RIR) data in order to allow the systems to generalize well in real-world, reverberant environments.
• MeshRIR: A Dataset of Room Impulse Responses on Meshed Grid Points For Evaluating Sound Field Analysis and Synthesis Methods
  21 Jun 2021 2 repositories listed Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
  Two subdatasets are currently available: one consists of IRs in a three-dimensional cuboidal region from a single source, and the other consists of IRs in a two-dimensional square region from an array of 32 sources.
• dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing
  27 Apr 2021 2 repositories listed Syntology ran 0 of 1 samples · 1 unverified
  This paper presents dEchorate: a new database of measured multichannel Room Impulse Responses (RIRs) including annotations of early echo timings and 3D positions of microphones, real sources and image sources under…
• ReverbFX: A Dataset of Room Impulse Responses Derived from Reverb Effect Plugins for Singing Voice Dereverberation
  26 May 2025 1 repository listed
  We present ReverbFX, a new room impulse response (RIR) dataset designed for singing voice dereverberation research.
• ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior
  8 May 2025 1 repository listed
  We only need a simple single-speaker speech diffusion model as a prior along with the mixtures recorded at the microphones; no microphone array information is necessary.
• Hearing Anywhere in Any Environment
  14 Apr 2025 1 repository listed Syntology ran 10 of 11 samples · 1 unverified · 11 pointer-only (licence)
  In mixed reality applications, a realistic acoustic experience in spatial environments is as crucial as the visual experience for achieving true immersion.
• VINP: Variational Bayesian Inference with Neural Speech Prior for Joint ASR-Effective Speech Dereverberation and Blind RIR Identification
  11 Feb 2025 1 repository listed
  Reverberant speech, denoting the speech signal degraded by the process of reverberation, contains crucial knowledge of both anechoic source speech and room impulse response (RIR).
• Hearing Anything Anywhere
  11 Jun 2024 1 repository listed Syntology ran 9 of 12 samples · 3 unverified · 12 pointer-only (licence)
  Recent years have seen immense progress in 3D computer vision and computer graphics, with emerging tools that can virtualize real-world 3D environments for numerous Mixed Reality (XR) applications.
• BERP: A Blind Estimator of Room Parameters for Single-Channel Noisy Speech Signals
  7 May 2024 1 repository listed
  In this paper, we propose a new universal blind estimation framework called the blind estimator of room parameters (BERP) to estimate RAPs, RGPs and occupancy level via a unified methodology.
• Towards Improved Room Impulse Response Estimation for Speech Recognition
  8 Nov 2022 1 repository listed
  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 (ASR).
• Filtered Noise Shaping for Time Domain Room Impulse Response Estimation From Reverberant Speech
  15 Jul 2021 1 repository listed
  Deep learning approaches have emerged that aim to transform an audio signal so that it sounds as if it was recorded in the same room as a reference recording, with applications both in audio post-production and…
• SofaMyRoom: a fast and multiplatform "shoebox" room simulator for binaural room impulse response dataset generation
  24 Jun 2021 1 repository listed
  This paper introduces a shoebox room simulator able to systematically generate synthetic datasets of binaural room impulse responses (BRIRs) given an arbitrary set of head-related transfer functions (HRTFs).
• Attack on practical speaker verification system using universal adversarial perturbations
  19 May 2021 1 repository listed Syntology ran 0 of 2 samples · 2 unverified
  In authentication scenarios, applications of practical speaker verification systems usually require a person to read a dynamic authentication text.
• StoRIR: Stochastic Room Impulse Response Generation for Audio Data Augmentation
  17 Aug 2020 1 repository listed
  In this paper we introduce StoRIR - a stochastic room impulse response generation method dedicated to audio data augmentation in machine learning applications.

Syntology lines on 6 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.