Detail publikace

BUT System Description for The Third DIHARD Speech Diarization Challenge

LANDINI, F. LOZANO DÍEZ, A. BURGET, L. DIEZ SÁNCHEZ, M. SILNOVA, A. ŽMOLÍKOVÁ, K. GLEMBEK, O. MATĚJKA, P. STAFYLAKIS, T. BRUMMER, J.

Originální název

BUT System Description for The Third DIHARD Speech Diarization Challenge

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

This is the system description corresponding to thesystems developed by the BUT team for The Third DIHARDSpeech Diarization Challenge. The systems for both tracks consistof a DOVERlap fusion of an end-to-end NN system with xvectorbased clustering systems in the form of spectral clusteringand VBx. Given that the x-vector clustering systems do notprovide overlapping speakers, overlapped speech is detected by aTasNet-based detector before the final fusion with the end-to-endapproach.

Klíčová slova

Speaker Diarization, DIHARD, VBx diarization,end-to-end diarization, overlapped speech detection

Autoři

LANDINI, F.; LOZANO DÍEZ, A.; BURGET, L.; DIEZ SÁNCHEZ, M.; SILNOVA, A.; ŽMOLÍKOVÁ, K.; GLEMBEK, O.; MATĚJKA, P.; STAFYLAKIS, T.; BRUMMER, J.

Vydáno

23. 1. 2021

Místo

on-line by LDC and University of Pennsylvania

Strany od

1

Strany do

5

Strany počet

5

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"
}

Dokumenty

landini_dihard3_system_description_team55.pdf