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LANDINI, F. LOZANO DÍEZ, A. BURGET, L. DIEZ SÁNCHEZ, M. SILNOVA, A. ŽMOLÍKOVÁ, K. GLEMBEK, O. MATĚJKA, P. STAFYLAKIS, T. BRUMMER, J.
Original Title
BUT System Description for The Third DIHARD Speech Diarization Challenge
Type
article in a collection out of WoS and Scopus
Language
English
Original Abstract
This is the system description corresponding to the systems developed by the BUT team for The Third DIHARD Speech Diarization Challenge. The systems for both tracks consist of a DOVERlap fusion of an end-to-end NN system with xvector based clustering systems in the form of spectral clustering and VBx. Given that the x-vector clustering systems do not provide overlapping speakers, overlapped speech is detected by a TasNet-based detector before the final fusion with the end-to-end approach.
Keywords
Speaker Diarization, DIHARD, VBx diarization, end-to-end diarization, overlapped speech detection
Authors
LANDINI, F.; LOZANO DÍEZ, A.; BURGET, L.; DIEZ SÁNCHEZ, M.; SILNOVA, A.; ŽMOLÍKOVÁ, K.; GLEMBEK, O.; MATĚJKA, P.; STAFYLAKIS, T.; BRUMMER, J.
Released
23. 1. 2021
Location
on-line by LDC and University of Pennsylvania
Pages from
1
Pages to
5
Pages count
URL
https://dihardchallenge.github.io/dihard3/system_descriptions/dihard3_system_description_team55.pdf
BibTex
@inproceedings{BUT170909, author="Federico Nicolás {Landini} and Alicia {Lozano Díez} and Lukáš {Burget} and Mireia {Diez Sánchez} and Anna {Silnova} and Kateřina {Žmolíková} and Ondřej {Glembek} and Pavel {Matějka} and Themos {Stafylakis} and Johan Nikolaas Langenhoven {Brummer}", title="BUT System Description for The Third DIHARD Speech Diarization Challenge", booktitle="Proceedings available at Dihard Challenge Github", year="2021", pages="1--5", address="on-line by LDC and University of Pennsylvania", url="https://dihardchallenge.github.io/dihard3/system_descriptions/dihard3_system_description_team55.pdf" }