Detail publikačního výsledku

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

Anglický název

BUT System Description for The Third DIHARD Speech Diarization Challenge

Druh

Stať ve sborníku mimo WoS a Scopus

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.

Anglický 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

Klíčová slova v angličtině

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

23.01.2021

Místo

on-line by LDC and University of Pennsylvania

Kniha

Proceedings available at Dihard Challenge Github

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