Janek Ebbers

According to our database, Janek Ebbers authored at least 23 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Keeping the Balance: Anomaly Score Calculation for Domain Generalization.

Kevin Wilkinghoff, Haici Yang, Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Task-Aware Unified Source Separation.

Kohei Saijo, Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Leveraging Audio-Only Data for Text-Queried Target Sound Extraction.

Kohei Saijo, Janek Ebbers, François G. Germain, Sameer Khurana, Gordon Wichern, Jonathan Le Roux

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

No Class Left Behind: A Closer Look at Class Balancing for Audio Tagging.

Janek Ebbers, François G. Germain, Kevin Wilkinghoff, Gordon Wichern, Jonathan Le Roux

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing.

Yung-Hsuan Lai, Janek Ebbers, Yu-Chiang Frank Wang, François G. Germain, Michael J. Jones, Moitreya Chatterjee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels.

Samuele Cornell, Janek Ebbers, Constance Douwes, Irene Martín-Morató, Manu Harju, Annamaria Mesaros, Romain Serizel

CoRR, 2024

Sound Event Bounding Boxes.

Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023

Post-Processing Independent Evaluation of Sound Event Detection Systems.

Janek Ebbers, Reinhold Haeb-Umbach, Romain Serizel

CoRR, 2023

2022

Investigation into Target Speaking Rate Adaptation for Voice Conversion.

Michael Kuhlmann, Fritz Seebauer, Janek Ebbers, Petra Wagner, Reinhold Haeb-Umbach

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Threshold Independent Evaluation of Sound Event Detection Scores.

Janek Ebbers, Reinhold Haeb-Umbach, Romain Serizel

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Voice Conversion Based Speaker Normalization for Acoustic Unit Discovery.

Thomas Glarner, Janek Ebbers, Reinhold Häb-Umbach

CoRR, 2021

Contrastive Predictive Coding Supported Factorized Variational Autoencoder For Unsupervised Learning Of Disentangled Speech Representations.

Janek Ebbers, Michael Kuhlmann, Tobias Cord-Landwehr, Reinhold Haeb-Umbach

Proceedings of the IEEE International Conference on Acoustics, 2021

Adapting Sound Recognition to A New Environment Via Self-Training.

Janek Ebbers, Moritz Curt Keyser, Reinhold Haeb-Umbach

Proceedings of the 29th European Signal Processing Conference, 2021

Self-Trained Audio Tagging and Sound Event Detection in Domestic Environments.

Janek Ebbers, Reinhold Haeb-Umbach

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020

Adversarial Contrastive Predictive Coding for Unsupervised Learning of Disentangled Representations.

Janek Ebbers, Michael Kuhlmann, Reinhold Haeb-Umbach

CoRR, 2020

Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-Supervised Sound Event Detection.

Janek Ebbers, Reinhold Haeb-Umbach

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

2019

Unsupervised Learning of a Disentangled Speech Representation for Voice Conversion.

Tobias Gburrek, Thomas Glarner, Janek Ebbers, Reinhold Haeb-Umbach, Petra Wagner

Proceedings of the 10th ISCA Speech Synthesis Workshop, 2019

Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification.

Alexandru Nelus, Janek Ebbers, Reinhold Haeb-Umbach, Rainer Martin

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Convolutional Recurrent Neural Network and Data Augmentation for Audio Tagging with Noisy Labels and Minimal Supervision.

Janek Ebbers, Reinhold Häb-Umbach

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks.

Janek Ebbers, Lukas Drude, Reinhold Haeb-Umbach, Andreas Brendel, Walter Kellermann

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery.

Thomas Glarner, Patrick Hanebrink, Janek Ebbers, Reinhold Haeb-Umbach

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Benchmarking Neural Network Architectures for Acoustic Sensor Networks.

Janek Ebbers, Jens Heitkaemper, Joerg Schmalenstroeer, Reinhold Haeb-Umbach

Proceedings of the 13th ITG Symposium on Speech Communication, 2018

2017

Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery.

Janek Ebbers, Jahn Heymann, Lukas Drude, Thomas Glarner, Reinhold Haeb-Umbach, Bhiksha Raj

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017