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STARSS23: An audio-visual dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events
While direction of arrival (DOA) of sound events is generally estimated from multichannel
audio data recorded in a microphone array, sound events usually derive from visually …
audio data recorded in a microphone array, sound events usually derive from visually …
A four-stage data augmentation approach to resnet-conformer based acoustic modeling for sound event localization and detection
In this paper, we propose a novel four-stage data augmentation approach to ResNet-
Conformer based acoustic modeling for sound event localization and detection (SELD) …
Conformer based acoustic modeling for sound event localization and detection (SELD) …
An experimental study on sound event localization and detection under realistic testing conditions
We study four data augmentation (DA) techniques and two model architectures on realistic
data for sound event localization and detection (SELD). First, based on ResNet-Conformer …
data for sound event localization and detection (SELD). First, based on ResNet-Conformer …
Bat: Learning to reason about spatial sounds with large language models
6DoF SELD: Sound event localization and detection using microphones and motion tracking sensors on self-motioning human
M Yasuda, S Saito, A Nakayama… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
We aim to perform sound event localization and detection (SELD) using wearable
equipment for a moving human, such as a pedestrian. Conventional SELD tasks have dealt …
equipment for a moving human, such as a pedestrian. Conventional SELD tasks have dealt …
Fusion of audio and visual embeddings for sound event localization and detection
Sound event localization and detection (SELD) combines two subtasks: sound event
detection (SED) and direction of arrival (DOA) estimation. SELD is usually tackled as an …
detection (SED) and direction of arrival (DOA) estimation. SELD is usually tackled as an …
Exploring audio-visual information fusion for sound event localization and detection in low-resource realistic scenarios
This study presents an audio-visual information fusion approach to sound event localization
and detection (SELD) in low-resource scenarios. We aim at utilizing audio and video …
and detection (SELD) in low-resource scenarios. We aim at utilizing audio and video …
[HTML][HTML] Transformers and Audio Detection Tasks: An Overview
Audio detection refers to the process of identifying and analyzing audio signals to extract
useful information or detect specific events or patterns within the audio data while utilizing …
useful information or detect specific events or patterns within the audio data while utilizing …