Results 61 to 70 of about 231,551 (186)
Maleo-Short: An "In-the-Wild" Indonesian Dataset for Speaker Diarization
JOIN: Jurnal Online InformatikaSpeaker diarization (SD), the task of partitioning an audio stream into speaker-homogenous segments, is fundamental for analyzing multi-speaker recordings.
Ardi Mardiana +3 more
doaj +1 more source
Neural Speaker Diarization with Speaker-Wise Chain Rule
CoRR, 2020 Speaker diarization is an essential step for processing multi-speaker audio. Although an end-to-end neural diarization (EEND) method achieved state-of-the-art performance, it is limited to a fixed number of speakers. In this paper, we solve this fixed number of speaker issue by a novel speaker-wise conditional inference method based on the ...
Yusuke Fujita +5 more
openaire +2 more sources
Processing and Linking Audio Events in Large Multimedia Archives: The EU inEvent Project [PDF]
, 2013 In the inEvent EU project, we aim at structuring, retrieving, and sharing large archives of networked, and dynamically changing, multimedia recordings, mainly consisting of meetings, videoconferences, and lectures. More specifically, we are developing an
Ingram, Sandy +17 more
core
Factor analysis for speaker segmentation and improved speaker diarization [PDF]
Interspeech 2015, 2015 Speaker diarization includes two steps: speaker segmentation and speaker clustering. Speaker segmentation searches for speaker boundaries, whereas speaker clustering aims at grouping speech segments of the same speaker. In this work, the segmentation is improved by replacing the Bayesian Information Criterion (BIC) with a new iVector-based approach ...
Desplanques, Brecht +2 more
openaire +3 more sources
ATC-SD Net: Radiotelephone Communications Speaker Diarization Network
AerospaceThis study addresses the challenges that high-noise environments and complex multi-speaker scenarios present in civil aviation radio communications. A novel radiotelephone communications speaker diffraction network is developed specifically for these ...
Weijun Pan +3 more
doaj +1 more source
, 2023 Speaker diarization(SD) is a classic task in speech processing and is crucial in multi-party scenarios such as meetings and conversations. Current mainstream speaker diarization approaches consider acoustic information only, which result in performance ...
Cheng, Luyao +5 more
core
BER: Balanced Error Rate For Speaker Diarization [PDF]
, 2022 DER is the primary metric to evaluate diarization performance while facing a dilemma: the errors in short utterances or segments tend to be overwhelmed by longer ones. Short segments, e.g., `yes' or `no,' still have semantic information.
Liu, Tao, Yu, Kai
core
Speaker diarization: Segmentation and clustering of speeches
, 2010 Speaker diarization is the process of sorting speeches according to the speaker. Diarization helps to search and retrieve what a certain speaker uttered in a meeting.
Abusaif, Rofah
core +1 more source
Unsupervised methods for speaker diarization [PDF]
, 2011 Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2011.Cataloged from PDF version of thesis.Includes bibliographical references (p.
Shum, Stephen (Stephen Hin-Chung)
core
Low-latency speaker spotting with online diarization and detection
This paper introduces a new task termed low-latency speaker spotting (LLSS). Related to security and intelligence applications, the task involves the detection, as soon as possible, of known speakers within multi-speaker audio streams.
Marcel, Sébastien +8 more
core +1 more source