Lukas Drude
Orcid: 0000-0003-3683-5432
According to our database1,
Lukas Drude
authored at least 40 papers
between 2014 and 2024.
Collaborative distances:
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Bibliography
2024
2023
Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition.
CoRR, 2023
2022
2021
Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
2020
Integration of neural networks and probabilistic spatial models for acoustic blind source separation.
PhD thesis, 2020
Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR.
Proceedings of the Interspeech 2020, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation.
IEEE J. Sel. Top. Signal Process., 2019
SMS-WSJ: Database, performance measures, and baseline recipe for multi-channel source separation and recognition.
CoRR, 2019
Proceedings of the Interspeech 2019, 2019
Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR.
Proceedings of the IEEE International Conference on Acoustics, 2019
Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2019
Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation.
Proceedings of the Interspeech 2018, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
NARA-WPE: A Python package for weighted prediction error dereverberation in Numpy and Tensorflow for online and offline processing.
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
2017
A generic neural acoustic beamforming architecture for robust multi-channel speech processing.
Comput. Speech Lang., 2017
The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning.
CoRR, 2017
On the Computation of Complex-valued Gradients with Application to Statistically Optimum Beamforming.
CoRR, 2017
Multi-stage coherence drift based sampling rate synchronization for acoustic beamforming.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017
Proceedings of the Interspeech 2017, 2017
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings.
Proceedings of the Interspeech 2017, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Optimizing neural-network supported acoustic beamforming by algorithmic differentiation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Proceedings of the Interspeech 2016, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 12th ITG Symposium on Speech Communication, 2016
Proceedings of the 12th ITG Symposium on Speech Communication, 2016
2015
Source counting in speech mixtures by nonparametric Bayesian estimation of an infinite Gaussian mixture model.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
2014
Towards online source counting in speech mixtures applying a variational EM for complex Watson mixture models.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014
Source counting in speech mixtures using a variational EM approach for complex WATSON mixture models.
Proceedings of the IEEE International Conference on Acoustics, 2014