Detail publikace

Speaker recognition on mono-channel telephony recordings

SOLEWICZ, Y. COHEN, N. ROHDIN, J. MADIKERI, S. ČERNOCKÝ, J.

Originální název

Speaker recognition on mono-channel telephony recordings

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

Conversations stored as mono data is a common problem in many real world speaker recognition applications. In this paper, we focus on investigative scenarios, where a number of mono telephone conversations are available for a speaker of interest. For example, a human operator may have verified that the speaker is present in these conversations. We propose several approaches for automatically creating enrollment models for the speaker of interest from such data. We then use the enrollment models to search for appearances of the speaker of interest in other calls. We analyze the performance of the different method on two dataset that matches our scenario, one is from a simulated case and one is from a real case.

Klíčová slova

speaker recognition, telephony recordings

Autoři

SOLEWICZ, Y.; COHEN, N.; ROHDIN, J.; MADIKERI, S.; ČERNOCKÝ, J.

Vydáno

28. 6. 2022

Nakladatel

International Speech Communication Association

Místo

Beijing

Strany od

193

Strany do

199

Strany počet

8

URL

https://www.isca-speech.org/archive/pdfs/odyssey_2022/solewicz22_odyssey.pdf

BibTex

@inproceedings{BUT179690,
  author="Yosef {Solewicz} and Noa {Cohen} and Johan Andréas {Rohdin} and Srikanth {Madikeri} and Jan {Černocký}",
  title="Speaker recognition on mono-channel telephony recordings",
  booktitle="Proceedings of Odyssey 2022",
  year="2022",
  pages="193--199",
  publisher="International Speech Communication Association",
  address="Beijing",
  doi="10.21437/Odyssey.2022-27",
  url="https://www.isca-speech.org/archive/pdfs/odyssey_2022/solewicz22_odyssey.pdf"
}

Dokumenty

solewicz_odyssey2022_speaker.pdf