Results 11 to 20 of about 313,816 (278)
Sound event triage: detecting sound events considering priority of classes
EURASIP Journal on Audio, Speech, and Music Processing, 2023 We propose a new task for sound event detection (SED): sound event triage (SET). The goal of SET is to detect an arbitrary number of high-priority event classes while allowing misdetections of low-priority event classes where the priority is given for ...
Noriyuki Tonami, Keisuke Imoto
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Metrics for Polyphonic Sound Event Detection [PDF]
Applied Sciences, 2016 This paper presents and discusses various metrics proposed for evaluation of polyphonic sound event detection systems used in realistic situations where there are typically multiple sound sources active simultaneously.
Annamaria Mesaros +2 more
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Capsule Routing for Sound Event Detection [PDF]
2018 26th European Signal Processing Conference (EUSIPCO), 2018 The detection of acoustic scenes is a challenging problem in which environmental sound events must be detected from a given audio signal. This includes classifying the events as well as estimating their onset and offset times.
bahdanau +14 more
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Sound Event Detection: A tutorial [PDF]
IEEE Signal Processing Magazine, 2021 to appear in IEEE Signal Processing Magazine, Volume 38, Issue ...
Annamaria Mesaros +3 more
openaire +3 more sources
Crowdsourcing Strong Labels for Sound Event Detection [PDF]
2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021 Strong labels are a necessity for evaluation of sound event detection methods, but often scarcely available due to the high resources required by the annotation task. We present a method for estimating strong labels using crowdsourced weak labels, through a process that divides the annotation task into simple unit tasks.
Mesaros Annamaria +2 more
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ANALYSIS OF THE SOUND EVENT DETECTION METHODS AND SYSTEMS
Сучасні інформаційні системи, 2022 Detection and recognition of loud sounds and characteristic noises can significantly increase the level of safety and ensure timely response to various emergency situations.
Andriy Kovalenko, Anton Poroshenko
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IEEE Access, 2021 Sound Event Detection is a task with a rising relevance over the recent years in the field of audio signal processing, due to the creation of specific datasets such as Google AudioSet or DESED (Domestic Environment Sound Event Detection) and the ...
Diego De Benito-Gorron +2 more
doaj +1 more source
Sound Event Detection in Synthetic Domestic Environments [PDF]
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020 We present a comparative analysis of the performance of state-of-the-art sound event detection systems. In particular, we study the robustness of the systems to noise and signal degradation, which is known to impact model generalization. Our analysis is based on the results of task 4 of the DCASE 2019 challenge, where submitted systems were evaluated ...
Serizel, Romain +3 more
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Duration Robust Weakly Supervised Sound Event Detection [PDF]
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020 Accepted by ...
Dinkel, Heinrich, Yu, Kai
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An Analysis of Sound Event Detection under Acoustic Degradation Using Multi-Resolution Systems
Applied Sciences, 2021 The Sound Event Detection task aims to determine the temporal locations of acoustic events in audio clips. In recent years, the relevance of this field is rising due to the introduction of datasets such as Google AudioSet or DESED (Domestic Environment ...
Diego de Benito-Gorrón +2 more
doaj +1 more source