Computational analysis of sound scenes and events, 2018. ,
Environmental sound classification with convolutional neural networks, 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing, pp.1-6, 2015. ,
Adaptive pooling operators for weakly labeled sound event detection, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol.26, issue.11, pp.2180-2193, 2018. ,
Convolutional recurrent neural networks for polyphonic sound event detection, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol.25, issue.6, pp.1291-1303, 2017. ,
A-crnn: A domain adaptation model for sound event detection, ICASSP 2020 -2020 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.276-280, 2020. ,
Task-aware mean teacher method for large scale weakly labeled semi-supervised sound event detection, ICASSP 2020 -2020 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.326-330, 2020. ,
A comparison of five multiple instance learning pooling functions for sound event detection with weak labeling, ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.31-35, 2019. ,
Mean teachers are better role models: Weight-averaged consistency targets improve semisupervised deep learning results, Advances in Neural Information Processing Systems, vol.30, pp.1195-1204, 2017. ,
Guided learning for weakly-labeled semi-supervised sound event detection, ICASSP 2020 -2020 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.626-630, 2020. ,
Mean teacher with data agumentation for dcase 2019 task 4, DCASE 2019 Tech Report, 2019. ,
Domainadversarial training of neural networks, The Journal of Machine Learning Research, vol.17, issue.1, pp.2096-2030, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01624607
Trainable frontend for robust and far-field keyword spotting, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.5670-5674, 2017. ,
Sound event detection in domestic environments with weakly labeled data and soundscape synthesis, Workshop on Detection and Classification of Acoustic Scenes and Events, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02160855
The sins database for detection of daily activities in a home environment using an acoustic sensor network, 2017. ,
TUT database for acoustic scene classification and sound event detection, 24th European Signal Processing Conference, 2016. ,
What's all the fuss about free universal sound separation data?, 2020. ,
Universal sound separation, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp.175-179, 2019. ,
Conv-tasnet: Surpassing ideal time-frequency magnitude masking for speech separation, IEEE/ACM transactions on audio, speech, and language processing, vol.27, issue.8, pp.1256-1266, 2019. ,
Asteroid: the pytorch-based audio source separation toolkit for researchers, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02962964
Generative adversarial nets, Advances in neural information processing systems, pp.2672-2680, 2014. ,
Specaugment: A simple data augmentation method for automatic speech recognition, 2019. ,
Per-channel energy normalization: Why and how, IEEE Signal Processing Letters, vol.26, issue.1, pp.39-43, 2018. ,
Foregroundbackground ambient sound scene separation, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02567542
Bidirectional lstm-hmm hybrid system for polyphonic sound event detection, Proceedings of the Detection and Classification of Acoustic Scenes and Events, pp.35-39, 2016. ,