Lukas Burget

Lukas Burget

Vysoké ucení technické v Brne

H-index: 60

Europe-Czech Republic

About Lukas Burget

Lukas Burget, With an exceptional h-index of 60 and a recent h-index of 44 (since 2020), a distinguished researcher at Vysoké ucení technické v Brne, specializes in the field of Speech processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Beyond the Labels: Unveiling Text-Dependency in Paralinguistic Speech Recognition Datasets

Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information?

Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: theory, implementation and analysis on standard tasks, technical report

Discriminative Training of VBx Diarization

DiaCorrect: Error correction back-end for speaker diarization

Hystoc: Obtaining word confidences for fusion of end-to-end asr systems

Improving Speaker Verification with Self-Pretrained Transformer Models

Multi-speaker and wide-band simulated conversations as training data for end-to-end neural diarization

Lukas Burget Information

University

Position

___

Citations(all)

29836

Citations(since 2020)

14905

Cited By

21889

hIndex(all)

60

hIndex(since 2020)

44

i10Index(all)

182

i10Index(since 2020)

117

Email

University Profile Page

Vysoké ucení technické v Brne

Google Scholar

View Google Scholar Profile

Lukas Burget Skills & Research Interests

Speech processing

Top articles of Lukas Burget

Title

Journal

Author(s)

Publication Date

Beyond the Labels: Unveiling Text-Dependency in Paralinguistic Speech Recognition Datasets

arXiv preprint arXiv:2403.07767

Jan Pešán

Santosh Kesiraju

Lukáš Burget

Jan''Honza'' Černocký

2024/3/12

Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information?

arXiv preprint arXiv:2402.19325

Lin Zhang

Themos Stafylakis

Federico Landini

Mireia Diez

Anna Silnova

...

2024/2/29

Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: theory, implementation and analysis on standard tasks, technical report

Mireia Diez

Lukáš Burget

2024/2/2

Discriminative Training of VBx Diarization

Dominik Klement

Mireia Diez

Federico Landini

Lukáš Burget

Anna Silnova

...

2024/4/14

DiaCorrect: Error correction back-end for speaker diarization

arXiv preprint arXiv:2309.08377

Jiangyu Han

Federico Landini

Johan Rohdin

Mireia Diez

Lukas Burget

...

2023/9/15

Hystoc: Obtaining word confidences for fusion of end-to-end asr systems

Karel Beneš

Martin Kocour

Lukáš Burget

2024/4/14

Improving Speaker Verification with Self-Pretrained Transformer Models

arXiv preprint arXiv:2305.10517

Junyi Peng

Oldřich Plchot

Themos Stafylakis

Ladislav Mošner

Lukáš Burget

...

2023/5/17

Multi-speaker and wide-band simulated conversations as training data for end-to-end neural diarization

Federico Landini

Mireia Diez

Alicia Lozano-Diez

Lukáš Burget

2023/6/4

Speech-based emotion recognition with self-supervised models using attentive channel-wise correlations and label smoothing

Sofoklis Kakouros

Themos Stafylakis

Ladislav Mošner

Lukáš Burget

2023/6/4

Stabilized training of joint energy-based models and their practical applications

arXiv preprint arXiv:2303.04187

Martin Sustek

Samik Sadhu

Lukas Burget

Hynek Hermansky

Jesus Villalba

...

2023/3/7

Extracting speaker and emotion information from self-supervised speech models via channel-wise correlations

Themos Stafylakis

Ladislav Mošner

Sofoklis Kakouros

Oldřich Plchot

Lukáš Burget

...

2023/1/9

Parameter-efficient transfer learning of pre-trained transformer models for speaker verification using adapters

Junyi Peng

Themos Stafylakis

Rongzhi Gu

Oldřich Plchot

Ladislav Mošner

...

2023/6/4

An attention-based backend allowing efficient fine-tuning of transformer models for speaker verification

Junyi Peng

Oldřich Plchot

Themos Stafylakis

Ladislav Mošner

Lukáš Burget

...

2023/1/9

Toroidal Probabilistic Spherical Discriminant Analysis

Anna Silnova

Niko Brümmer

Albert Swart

Lukáš Burget

2023/6/4

DiaPer: End-to-End Neural Diarization with Perceiver-Based Attractors

arXiv preprint arXiv:2312.04324

Federico Landini

Mireia Diez

Themos Stafylakis

Lukáš Burget

2023/12/7

Twenty-Five Years of Evolution in Speech and Language Processing

IEEE Signal Processing Magazine

Dong Yu

Yifan Gong

Michael Alan Picheny

Bhuvana Ramabhadran

Dilek Hakkani-Tür

...

2023/7/20

Multi-Stream Extension of Variational Bayesian HMM Clustering (MS-VBx) for Combined End-to-End and Vector Clustering-based Diarization

arXiv preprint arXiv:2305.13580

Marc Delcroix

Naohiro Tawara

Mireia Diez

Federico Landini

Anna Silnova

...

2023/5/23

Speaker adaptation for Wav2vec2 based dysarthric ASR

arXiv preprint arXiv:2204.00770

Murali Karthick Baskar

Tim Herzig

Diana Nguyen

Mireia Diez

Tim Polzehl

...

2022/4/2

Learnable Sparse Filterbank for Speaker Verification.

Junyi Peng

Rongzhi Gu

Ladislav Mosner

Oldrich Plchot

Lukás Burget

...

2022

Multi-channel speaker verification with conv-tasnet based beamformer

Ladislav Mošner

Oldřich Plchot

Lukáš Burget

Jan Honza Černocký

2022/5/23

See List of Professors in Lukas Burget University(Vysoké ucení technické v Brne)

Co-Authors

H-index: 64
Sanjeev Khudanpur

Sanjeev Khudanpur

Johns Hopkins University

H-index: 47
Jan Cernocky

Jan Cernocky

Vysoké ucení technické v Brne

H-index: 41
Pavel Matejka

Pavel Matejka

Vysoké ucení technické v Brne

H-index: 34
Ondrej Glembek

Ondrej Glembek

Vysoké ucení technické v Brne

H-index: 33
Oldřich Plchot

Oldřich Plchot

Vysoké ucení technické v Brne

H-index: 28
František Grézl

František Grézl

Vysoké ucení technické v Brne

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