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 …
Audio-visual end-to-end multi-channel speech separation, dereverberation and recognition
Accurate recognition of cocktail party speech containing overlapping speakers, noise and
reverberation remains a highly challenging task to date. Motivated by the invariance of …
reverberation remains a highly challenging task to date. Motivated by the invariance of …
End-to-end integration of speech recognition, dereverberation, beamforming, and self-supervised learning representation
Self-supervised learning representation (SSLR) has demonstrated its significant
effectiveness in automatic speech recognition (ASR), mainly with clean speech. Recent work …
effectiveness in automatic speech recognition (ASR), mainly with clean speech. Recent work …
[PDF][PDF] Directional speech recognition for speaker disambiguation and cross-talk suppression
With advances in mobile computing, smart glasses are becoming powerful enough to
generate real-time closed captions of live conversations. Such system must distinguish …
generate real-time closed captions of live conversations. Such system must distinguish …
End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis
We present an end-to-end multichannel speaker-attributed automatic speech recognition
(MC-SA-ASR) system that combines a Conformer-based encoder with multi-frame cross …
(MC-SA-ASR) system that combines a Conformer-based encoder with multi-frame cross …
[PDF][PDF] The FOSAFER system for the CHiME-8 MMCSG challenge
S Huang, D Zhang, Y Wang, J Deng… - CHiME Workshop on …, 2024 - isca-archive.org
This paper presents the system designed by FOSAFER for the CHiME-8 MMCSG challenge.
Our system generates text transcriptions with speaker attributes from natural conversations …
Our system generates text transcriptions with speaker attributes from natural conversations …
RIR-SF: Room Impulse Response Based Spatial Feature for Multi-channel Multi-talker ASR
Multi-channel multi-talker automatic speech recognition (ASR) presents ongoing challenges
within the speech community, particularly when confronted with significant reverberation …
within the speech community, particularly when confronted with significant reverberation …
Real Time Detection and Tracking in Multi Speakers Video Conferencing
Currently, the videoconferencing market is growing worldwide with annual growth (CAGR)
up to 10%. Several companies appreciated this technique during the Coronavirus lockdown …
up to 10%. Several companies appreciated this technique during the Coronavirus lockdown …
SepLocNet: Multi-speaker localization with separation-guided TDOA estimation in wireless acoustic sensor networks
Time difference of arrival (TDOA)-based multi-speaker localization allows three-dimensional
localization using a low-cost wireless acoustic sensor network (WASN). However, two …
localization using a low-cost wireless acoustic sensor network (WASN). However, two …
Spatialemb: Extract and Encode Spatial Information for 1-Stage Multi-Channel Multi-Speaker ASR on Arbitrary Microphone Arrays
Spatial information is a critical clue for multi-channel multispeaker target speech recognition.
Most state-of-the-art multi-channel Automatic Speech Recognition (ASR) systems extract …
Most state-of-the-art multi-channel Automatic Speech Recognition (ASR) systems extract …