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Sound event detection in domestic environments with weakly labeled data and soundscape synthesis

Nicolas Turpault , Romain Serizel , Ankit Parag Shah , Justin Salamon
Workshop on Detection and Classification of Acoustic Scenes and Events, Oct 2019, New York City, United States
Conference papers hal-02160855v2
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Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments

Romain Serizel , Nicolas Turpault , Hamid Eghbal-Zadeh , Ankit Parag Shah
Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2018, Woking, United Kingdom
Conference papers hal-01850270v1
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DCASE 2017 Challenge setup: Tasks, datasets and baseline system

Annamaria Mesaros , Toni Heittola , Aleksandr Diment , Benjamin Elizalde , Ankit Shah , et al.
DCASE 2017 - Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2017, Munich, Germany
Conference papers hal-01627981v1
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A Closer Look at Weak Label Learning for Audio Events

Ankit Shah , Anurag Kumar , Alexander G Hauptmann , Bhiksha Raj
2018
Preprints, Working Papers, ... hal-01839252v1
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Sound event detection in synthetic domestic environments

Romain Serizel , Nicolas Turpault , Ankit Shah , Justin Salamon
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Conference papers hal-02355573v2
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Experiments on the DCASE Challenge 2016: Acoustic scene classification and sound event detection in real life recording

Benjamin Elizalde , Anurag Kumar , Ankit Shah , Rohan Badlani , Emmanuel Vincent , et al.
DCASE2016 Workshop on Detection and Classification of Acoustic Scenes and Events, Sep 2016, Budapest, Hungary
Conference papers hal-01354007v2