A lightweight approach to real-time speaker diarization: from audio toward audio-visual data streams

A lightweight approach to real-time speaker diarization: from audio toward audio-visual data streams

Abstract This manuscript deals with the task of real-time speaker diarization (SD) for stream-wise data processing. Therefore, in contrast to most of the existing papers, it considers not only the accuracy but also the computational demands of individual investigated methods. We first propose a new...

Full description

Saved in:
Bibliographic Details
Main Authors: Frantisek Kynych, Petr Cerva, Jindrich Zdansky, Torbjørn Svendsen, Giampiero Salvi
Format: Article
Language:English
Published: SpringerOpen 2024-11-01
Series:EURASIP Journal on Audio, Speech, and Music Processing
Subjects:
Speaker diarization
Streamed data processing
Multi-modal
Audio-visual
Deep learning
Online Access:https://doi.org/10.1186/s13636-024-00382-2
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1186/s13636-024-00382-2

Similar Items