Publication detail

Speaker recognition on mono-channel telephony recordings

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

Original Title

Speaker recognition on mono-channel telephony recordings

Type

article in a collection out of WoS and Scopus

Language

English

Original Abstract

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

Keywords

speaker recognition, telephony recordings

Authors

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

Released

28. 6. 2022

Publisher

International Speech Communication Association

Location

Beijing

Pages from

193

Pages to

199

Pages count

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"
}

Documents

solewicz_odyssey2022_speaker.pdf