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A review of speaker diarization: Recent advances with deep learning
Speaker diarization is a task to label audio or video recordings with classes that correspond
to speaker identity, or in short, a task to identify “who spoke when”. In the early years …
to speaker identity, or in short, a task to identify “who spoke when”. In the early years …
Spot the conversation: speaker diarisation in the wild
JS Chung, J Huh, A Nagrani, T Afouras… - ar** on-line speaker diarization system.
D Dimitriadis, P Fousek - Interspeech, 2017 - isca-archive.org
In this paper we describe the process of converting a research prototype system for Speaker
Diarization into a fully deployed product running in real time and with low latency. The …
Diarization into a fully deployed product running in real time and with low latency. The …
Online end-to-end neural diarization with speaker-tracing buffer
This paper proposes a novel online speaker diarization algorithm based on a fully
supervised self-attention mechanism (SA-EEND). Online diarization inherently presents a …
supervised self-attention mechanism (SA-EEND). Online diarization inherently presents a …
End-to-end online speaker diarization with target speaker tracking
This paper proposes an online target speaker voice activity detection system for speaker
diarization tasks, which does not require a priori knowledge from the clustering-based …
diarization tasks, which does not require a priori knowledge from the clustering-based …
Self-supervised representation learning with path integral clustering for speaker diarization
P Singh, S Ganapathy - IEEE/ACM Transactions on Audio …, 2021 - ieeexplore.ieee.org
Automatic speaker diarization techniques typically involve a two-stage processing approach
where audio segments of fixed duration are converted to vector representations in the first …
where audio segments of fixed duration are converted to vector representations in the first …
Online target speaker voice activity detection for speaker diarization
This paper proposes an online target speaker voice activity detection system for speaker
diarization tasks, which does not require a priori knowledge from the clustering-based …
diarization tasks, which does not require a priori knowledge from the clustering-based …