Fast Single- and Cross-Show Speaker Diarization Using Binary Key Speaker Modeling

Autor: Javier Serrano, Xavier Anguera, Héctor Delgado, Corinne Fredouille

Publikováno v: IEEE/ACM Transactions on Audio, Speech and Language Processing
IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, 23 (12), pp.2286-2297. ⟨10.1109/TASLP.2015.2479043⟩

International audience; Speaker diarization has become a key process within other speech processing systems which take advantage of single-speaker speech signals. Furthermore, finding recurrent speakers among a set of audio recordings, known as cross

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1c93ef9a366ecdf8f028a9ad3bbd8d1b
https://doi.org/10.1109/taslp.2015.2479043

The ICSI RT-09 Speaker Diarization System

Autor: Oriol Vinyals, Gerald Friedland, Adam Janin, Luke Gottlieb, Marijn Huijbregts, Mary Tai Knox, David Imseng, Xavier Anguera Miro

Publikováno v: IEEE Transactions on Audio, Speech, and Language Processing, 20, 2, pp. 371-381
IEEE Transactions on Audio Speech and Language Processing
IEEE Transactions on Audio, Speech, and Language Processing, 20, 371-381

The speaker diarization system developed at the International Computer Science Institute (ICSI) has played a prominent role in the speaker diarization community, and many researchers in the rich transcription community have adopted methods and techni

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1d03974fa1fa2cbe24c75c929c61d5ec
https://doi.org/10.1109/tasl.2011.2158419

Speaker Diarization For Multiple-Distant-Microphone Meetings Using Several Sources of Information

Autor: José Manuel Pardo, Chuck Wooters, Xavier Anguera

Publikováno v: IEEE Transactions on Computers. 56:1212-1224

Human-machine interaction in meetings requires the localization and identification of the speakers interacting with the system as well as the recognition of the words spoken. A seminal step toward this goal is the field of rich transcription research

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d2e148c94f128cd8a03fbcd054fedfba
https://doi.org/10.1109/tc.2007.1077

The zero resource speech challenge 2015

Autor: Aren Jansen, Thomas Schatz, Xavier Anguera, Maarten Versteegh, Emmanuel Dupoux, Xuan Nga Cao, Roland Thiolliere

Publikováno v: INTERSPEECH

The Interspeech 2015 Zero Resource Speech Challenge aims at discovering subword and word units from raw speech. The challenge provides the first unified and open source suite of evaluation metrics and data sets to compare and analyse the results of u

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ee84005739318a577f895067a876e653
https://doi.org/10.21437/interspeech.2015-638

Improved binary key speaker diarization system

Autor: Javier Serrano, Héctor Delgado, Corinne Fredouille, Xavier Anguera

Publikováno v: 2015 23rd European Signal Processing Conference (EUSIPCO)
2015 23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France. pp.2087-2091
EUSIPCO

The recently proposed speaker diarization technique based on binary keys provides a very fast alternative to state-of-the-art systems. However, this speed up has the cost of a little increase in Diarization Error Rate (DER). This paper proposes a ser

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::637a653a112597d1a811a7ba4a346e74
https://hal.archives-ouvertes.fr/hal-02102796