Katerina Zmolíková

According to our database, Katerina Zmolíková authored at least 23 papers between 2016 and 2024.

Collaborative distances:

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

2024

Neurální extrakce řeči cílového řečníka ; Neural target speech extraction.

Katerina Zmolíková

PhD thesis, 2024

2023

Neural Target Speech Extraction: An overview.

Katerina Zmolíková, Marc Delcroix, Tsubasa Ochiai, Keisuke Kinoshita, Jan Cernocký, Dong Yu

IEEE Signal Process. Mag., May, 2023

2022

Analysis of Impact of Emotions on Target Speech Extraction and Speech Separation.

Jan Svec, Katerina Zmolíková, Martin Kocour, Marc Delcroix, Tsubasa Ochiai, Ladislav Mosner, Jan Honza Cernocký

Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Source Separation for Sound Event Detection in Domestic Environments using Jointly Trained Models.

Diego de Benito-Gorrón, Katerina Zmolíková, Doroteo T. Toledano

Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model.

Martin Kocour, Katerina Zmolíková, Lucas Ondel, Jan Svec, Marc Delcroix, Tsubasa Ochiai, Lukás Burget, Jan Cernocký

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

Listen only to me! How well can target speech extraction handle false alarms?

Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Katerina Zmolíková, Hiroshi Sato, Tomohiro Nakatani

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

2021

Integration of Variational Autoencoder and Spatial Clustering for Adaptive Multi-Channel Neural Speech Separation.

Katerina Zmolíková, Marc Delcroix, Lukás Burget, Tomohiro Nakatani, Jan Honza Cernocký

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Auxiliary Loss Function for Target Speech Extraction and Recognition with Weak Supervision Based on Speaker Characteristics.

Katerina Zmolíková, Marc Delcroix, Desh Raj, Shinji Watanabe, Jan Cernocký

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Jointly Trained Transformers Models for Spoken Language Translation.

Hari Krishna Vydana, Martin Karafiát, Katerina Zmolíková, Lukás Burget, Honza Cernocký

Proceedings of the IEEE International Conference on Acoustics, 2021

Speaker Activity Driven Neural Speech Extraction.

Marc Delcroix, Katerina Zmolíková, Tsubasa Ochiai, Keisuke Kinoshita, Tomohiro Nakatani

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

But System for the Second Dihard Speech Diarization Challenge.

Federico Landini, Shuai Wang, Mireia Díez, Lukás Burget, Pavel Matejka, Katerina Zmolíková, Ladislav Mosner, Anna Silnova, Oldrich Plchot, Ondrej Novotný, Hossein Zeinali, Johan Rohdin

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Speaker Discrimination of Target Speech Extraction With Time-Domain Speakerbeam.

Marc Delcroix, Tsubasa Ochiai, Katerina Zmolíková, Keisuke Kinoshita, Naohiro Tawara, Tomohiro Nakatani, Shoko Araki

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

SpeakerBeam: Speaker Aware Neural Network for Target Speaker Extraction in Speech Mixtures.

Katerina Zmolíková, Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Tomohiro Nakatani, Lukás Burget, Jan Cernocký

IEEE J. Sel. Top. Signal Process., 2019

Compact Network for Speakerbeam Target Speaker Extraction.

Marc Delcroix, Katerina Zmolíková, Tsubasa Ochiai, Keisuke Kinoshita, Shoko Araki, Tomohiro Nakatani

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

BUT System for DIHARD Speech Diarization Challenge 2018.

Mireia Díez, Federico Landini, Lukás Burget, Johan Rohdin, Anna Silnova, Katerina Zmolíková, Ondrej Novotný, Karel Veselý, Ondrej Glembek, Oldrich Plchot, Ladislav Mosner, Pavel Matejka

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

Optimization of Speaker-Aware Multichannel Speech Extraction with ASR Criterion.

Katerina Zmolíková, Marc Delcroix, Keisuke Kinoshita, Takuya Higuchi, Tomohiro Nakatani, Jan Cernocký

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Single Channel Target Speaker Extraction and Recognition with Speaker Beam.

Marc Delcroix, Katerina Zmolíková, Keisuke Kinoshita, Atsunori Ogawa, Tomohiro Nakatani

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Speaker-Aware Neural Network Based Beamformer for Speaker Extraction in Speech Mixtures.

Katerina Zmolíková, Marc Delcroix, Keisuke Kinoshita, Takuya Higuchi, Atsunori Ogawa, Tomohiro Nakatani

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

Deep Clustering-Based Beamforming for Separation with Unknown Number of Sources.

Takuya Higuchi, Keisuke Kinoshita, Marc Delcroix, Katerina Zmolíková, Tomohiro Nakatani

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

Learning speaker representation for neural network based multichannel speaker extraction.

Katerina Zmolíková, Marc Delcroix, Keisuke Kinoshita, Takuya Higuchi, Atsunori Ogawa, Tomohiro Nakatani

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Training Data Augmentation and Data Selection.

Martin Karafiát, Karel Veselý, Katerina Zmolíková, Marc Delcroix, Shinji Watanabe, Lukás Burget, Jan Honza Cernocký, Igor Szöke

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

Data Selection by Sequence Summarizing Neural Network in Mismatch Condition Training.

Katerina Zmolíková, Martin Karafiát, Karel Veselý, Marc Delcroix, Shinji Watanabe, Lukás Burget, Jan Cernocký

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Sequence summarizing neural network for speaker adaptation.

Karel Veselý, Shinji Watanabe, Katerina Zmolíková, Martin Karafiát, Lukás Burget, Jan Honza Cernocký

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016