Lukáš Burget
Also known as Lukas Burget
Lukáš Burget is a speech researcher at Brno University of Technology whose work covers speech recognition, speaker recognition and diarization. After a PhD at the Faculty of Information Technology in 2004, Burget co-founded the speech company Phonexia in 2006 and joined the Johns Hopkins workshops of 2008 and 2009 from which i-vectors and the Kaldi toolkit emerged. In 2010, the recurrent neural network language model paper with Tomáš Mikolov and others carried Burget's name among its authors, and the VBx diarization paper followed in 2020. Interspeech 2021 in Brno had Burget as lead technical chair, and AMiner's 2021 AI 2000 analysis ranked Burget among the 100 most cited scholars in speech recognition. In 2025, Burget led one of four research teams at JSALT, the Johns Hopkins University workshop hosted in Brno, and is now an associate professor at the Faculty of Information Technology and scientific director of the BUT Speech@FIT group.
Timeline
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2004
PhD at Brno University of Technology
Burget defends a PhD thesis in November 2004 at the Faculty of Information Technology of Brno University of Technology, under the supervision of Jan Černocký.
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2006–2025
Co-founding Phonexia
Phonexia is founded in 2006 as a spin-off of the Faculty of Information Technology in Brno, and Burget is one of its founders. In December 2025, the company's sale to the South Korean investment fund Crescendo Equity Partners is announced, and Burget says the founders sought a buyer who would maintain ties with faculty research.
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2008–2011
Johns Hopkins workshops and Kaldi
The 2008 Johns Hopkins workshop on robust speaker recognition over varying channels, where i-vectors originate, counts Burget on its team. In 2009, Burget joins the Johns Hopkins workshop where the Kaldi speech recognition toolkit begins, and Kaldi's authors say none of it would have happened without Burget. The Brno workshop of August 2010 builds the toolkit with Burget among the participants, and Kaldi is released in May 2011.
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2010
A recurrent neural network language model
In 2010, Burget co-authors the Interspeech paper on a recurrent neural network based language model with Tomáš Mikolov, Martin Karafiát, Jan Černocký and Sanjeev Khudanpur. A mixture of several recurrent network language models cuts perplexity by around 50% against a backoff language model, and word error rate on the Wall Street Journal task drops by around 18%.
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2020
VBx speaker diarization
A paper by Federico Landini, Ján Profant, Mireia Diez and Burget, submitted in December 2020, compares the VBx diarization method, a Bayesian hidden Markov model over sequences of x-vectors, with other approaches and finds superior performance on the CALLHOME, AMI and DIHARDII datasets. The authors also release recipes for training x-vector extractors and for VBx diarization.
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2021
Interspeech 2021 lead technical chair
The Czech Republic hosts the Interspeech conference for the first time in 2021, in Brno, and Burget is lead technical chair. In 2021, AMiner's AI 2000 Most Influential Scholars analysis ranks Burget among the 100 most cited scholars in the area of speech recognition.
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2024–2025
DiCoW and JSALT 2025
In December 2024, Burget co-authors DiCoW, which extends the pre-trained Whisper model with diarization labels for target-speaker speech recognition. In 2025, the 32nd JSALT workshop, organized by Johns Hopkins University, runs at the Faculty of Information Technology in Brno, and Burget leads one of its four research teams.
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As of October 2026
Associate professor in Brno
Burget is an associate professor in the Department of Computer Graphics and Multimedia at the Faculty of Information Technology of Brno University of Technology and scientific director of the BUT Speech@FIT group. The group, which applies machine learning to speech data mining, is led by Burget together with Jan Černocký and Hynek Heřmanský.
Career
- NowFaculty of Information Technology, Brno University of TechnologyAssociate professor
- NowBrno University of TechnologyScientific director
- 2006–2025PhonexiaFounder
Education
Sources and credits
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- Thesis Details
- Phonexia becomes part of the portfolio of investment fund Crescendo Equity Partners
- Community | BUT Speech@FIT
- Kaldi: History of the Kaldi project
- ISCA Archive - Recurrent neural network based language model
- Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: theory, implementation and analysis on standard tasks
- The world's leaders in speech processing are heading to Brno
- Organising Committee | INTERSPEECH 2021
- BUT Speech@FIT
- DiCoW: Diarization-Conditioned Whisper for Target Speaker Automatic Speech Recognition
- Brno to Become a Global Hub for Speech Technologies and Large Language Models in Summer 2025. FIT BUT is Hosting the Prestigious International Research Workshop JSALT 2025
- doc. Ing. Lukáš Burget, Ph.D. - Contact – BUT
- The Czech Republic is a global powerhouse in AI research. The international workshop JSALT 2025 at FIT VUT proves it
