Romain Serizel
According to our database1,
Romain Serizel
authored at least 83 papers
between 2008 and 2024.
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Bibliography
2024
2023
Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems.
CoRR, 2023
Diffusion-based speech enhancement with a weighted generative-supervised learning loss.
CoRR, 2023
Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder.
CoRR, 2023
CoRR, 2023
Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning.
CoRR, 2023
Self-supervised learning with diffusion-based multichannel speech enhancement for speaker verification under noisy conditions.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Performance Above All? Energy Consumption vs. Performance, a Study on Sound Event Detection with Heterogeneous Data.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Spice+: Evaluation of Automatic Audio Captioning Systems with Pre-Trained Language Models.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Lightweight Annotation and Class Weight Training for Automatic Estimation of Alarm Audibility in Noise.
Proceedings of the IEEE International Conference on Acoustics, 2023
BinauRec: A dataset to test the influence of the use of room impulse responses on binaural speech enhancement.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
CoRR, 2022
Joint Optimization of Diffusion Probabilistic-Based Multichannel Speech Enhancement with Far-Field Speaker Verification.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022
Proceedings of the Interspeech 2022, 2022
A Benchmark of State-of-the-Art Sound Event Detection Systems Evaluated on Synthetic Soundscapes.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
A Comprehensive Exploration of Noise Robustness and Noise Compensation in ResNet and TDNN-based Speaker Recognition Systems.
Proceedings of the 30th European Signal Processing Conference, 2022
Description and Analysis of Novelties Introduced in DCASE Task 4 2022 on the Baseline System.
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022
Integrating Isolated Examples with Weakly-Supervised Sound Event Detection: A Direct Approach.
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022
2021
DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021
2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
DNN-based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020
2019
Audio-Based Search and Rescue With a Drone: Highlights From the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions].
IEEE Signal Process. Mag., 2019
CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings.
IEEE J. Sel. Top. Signal Process., 2019
CoRR, 2019
Audio-Based Search and Rescue with a Drone: Highlights from the IEEE Signal Processing Cup 2019 Student Competition.
CoRR, 2019
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019
2018
Rank-1 constrained Multichannel Wiener Filter for speech recognition in noisy environments.
Comput. Speech Lang., 2018
CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
Large-scale weakly labeled semi-supervised sound event detection in domestic environments.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018
2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Deep-neural network approaches for speech recognition with heterogeneous groups of speakers including children.
Nat. Lang. Eng., 2017
Leveraging deep neural networks with nonnegative representations for improved environmental sound classification.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Supervised group nonnegative matrix factorisation with similarity constraints and applications to speaker identification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017
2016
Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Acoustic scene classification with matrix factorization for unsupervised feature learning.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2014
Low-rank Approximation Based Multichannel Wiener Filter Algorithms for Noise Reduction with Application in Cochlear Implants.
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Vocal tract length normalisation approaches to DNN-based children's and adults' speech recognition.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Proceedings of the 11th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2014, 2014
2013
IEEE Trans. Speech Audio Process., 2013
A speech distortion weighting based approach to integrated active noise control and noise reduction in hearing aids.
Signal Process., 2013
Rank-1 approximation based multichannel wiener filtering algorithms for noise reduction in cochlear implants.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
A Zone-of-Quiet Based Approach to Integrated Active Noise Control and Noise Reduction for Speech Enhancement in Hearing Aids.
IEEE Trans. Speech Audio Process., 2012
2011
Output SNR analysis of integrated active noise control and noise reduction in hearing aids under a single speech source scenario.
Signal Process., 2011
2010
IEEE Trans. Speech Audio Process., 2010
2009
A zone of quiet based approach to integrated active noise control and noise reduction in hearing AIDS.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009
A weighted approach for integrated active noise control and noise reduction in hearing aids.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
EURASIP J. Embed. Syst., 2008