57 citations · 65 across the 8 of their papers we have counts for
10 papers
A Toolkit for Joint Speaker Diarization and Identification with Application to Speaker-Attributed ASR
Giovanni Morrone, Enrico Zovato, Fabio Brugnara +2
We present a modular toolkit to perform joint speaker diarization and speaker identification. The toolkit can leverage on multiple models and algorithms which are defined in a conf…
Exploring Spoken Language Identification Strategies for Automatic Transcription of Multilingual Broadcast and Institutional Speech
Martina Valente, Fabio Brugnara, Giovanni Morrone +2
This paper addresses spoken language identification (SLI) and speech recognition of multilingual broadcast and institutional speech, real application scenarios that have been rarel…
An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings
Luca Serafini, Samuele Cornell, Giovanni Morrone +3
We performed an experimental review of current diarization systems for the conversational telephone speech (CTS) domain. In detail, we considered a total of eight different algorit…
End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations
Giovanni Morrone, Samuele Cornell, Luca Serafini +3
Recent works show that speech separation guided diarization (SSGD) is an increasingly promising direction, mainly thanks to the recent progress in speech separation. It performs di…
Conversational Speech Separation: an Evaluation Study for Streaming Applications
Giovanni Morrone, Samuele Cornell, Enrico Zovato +2
Continuous speech separation (CSS) is a recently proposed framework which aims at separating each speaker from an input mixture signal in a streaming fashion. Hereafter we perform…
Low-Latency Speech Separation Guided Diarization for Telephone Conversations
Giovanni Morrone, Samuele Cornell, Desh Raj +4
In this paper, we carry out an analysis on the use of speech separation guided diarization (SSGD) in telephone conversations. SSGD performs diarization by separating the speakers s…