A novel method for selecting the number of clusters in a speaker diarization system (original) (raw)

Novel Approaches to Speaker Clustering for Speaker Diarization in Audio Broadcast News Data

Janez Zibert

Speech Recognition, 2008

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Speaker diarization using bottom-up clustering based on a parameter-derived distance between adapted GMMs

Michael Betser

Proc. ICSLP, 2004

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Speaker Diarization Exploiting the Eigengap Criterion and Cluster Ensembles

Nikoletta Basiou

IEEE Transactions on Audio, Speech & Language Processing, 2010

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Combination of agglomerative and sequential clustering for speaker diarization

Deepu Vijayasenan

Acoustics, Speech and …, 2008

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Linguistic influences on bottom-up and top-down clustering for speaker diarization

S. Bozonnet

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011

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On the use of dot scoring for speaker diarization

Germán Bordel

2011

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PLDA-based clustering for speaker diarization of broadcast streams

Jindřich Žďánský

Interspeech 2011, 2011

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A comparison of distance measures for clustering in speaker diarization

Marcelo de Campos Niero

2014

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A review on speaker diarization systems and approaches

Mohammad Moattar

Speech Communication, 2012

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Towards robust speaker segmentation: The ICSI-SRI fall 2004 diarization system

james fung

2004

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The Approach of Speaker Diarization by Gaussian Mixture Model (GMM

Innovative Research Publications

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Speaker diarization: From broadcast news to lectures

Lori Lamel

2006

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Adaptive speaker diarization of broadcast news based on factor analysis

Kris Demuynck

Computer Speech & Language, 2017

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Bayesian analysis of similarity matrices for speaker diarization

Timur Pekhovsky

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014

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An Information Theoretic Approach to Speaker Diarization of Meeting Data

Deepu Vijayasenan

IEEE Transactions on Audio, Speech, and Language Processing, 2000

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Global Speaker Clustering towards Optimal Stopping Criterion in Binary Key Speaker Diarization

Héctor Delgado, Javier Serrano

Lecture Notes in Computer Science, 2014

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Pure segment selection as speaker diarization post-processing

Hugo Guterman

2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel, 2008

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The Segmental Bayesian Information Criterion and Its Applications to Speaker Diarization

Themos Stafylakis

IEEE Journal of Selected Topics in Signal Processing, 2010

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Comparison of clustering methods: A case study of text-independent speaker modeling

Tomi Kinnunen

Pattern Recognition Letters, 2011

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Novel Clustering Selection Criterion for Fast Binary Key Speaker Diarization

Héctor Delgado, Javier Serrano

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Efficient combination of parametric spaces, models and metrics for speaker diarization1

Themos Stafylakis

2007

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A Comparative Study of Bottom-Up and Top-Down Approaches to Speaker Diarization

Raphael Troncy

IEEE Transactions on Audio, Speech, and Language Processing, 2000

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Phonetic subspace mixture model for speaker diarization

Hsin-min Wang

2010

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T-test distance and clustering criterion for speaker diarization

Trung Hieu Nguyen

2008

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Large-Scale Speaker Diarization for Long Recordings and Small Collections

David Van Leeuwen

IEEE Transactions on Audio, Speech, and Language Processing, 2000

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GTTS System for the Albayzin 2010 Speaker Diarization Evaluation

Mireia Diez, Luis Javier Rodriguez-Fuentes, Mikel Penagarikano, Germán Bordel

2010

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Initialization of Iterative-Based Speaker Diarization Systems for Telephone Conversations

Hugo Guterman

IEEE Transactions on Audio, Speech, and Language Processing, 2012

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New Advances in Speaker Diarization

Hagai Aronowitz

Interspeech 2020, 2020

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Analysis of the Impact of the Audio Database Characteristics in the Accuracy of a Speaker Clustering System

Paola García

Odyssey 2016, 2016

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The Majority Wins: a Method for Combining Speaker Diarization Systems

David Van Leeuwen

2009

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Active Learning Based Constrained Clustering For Speaker Diarization

John Hansen

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017

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