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Unsupervised training of an HMM-based self-organizing unit recognizer with applications to topic classification and keyword discovery

  • Published:2014-01 Issue:1 Volume:28 Page:210-223
  • ISSN:0885-2308
  • Container-title:Computer Speech & Language
  • language:en
  • Short-container-title:Computer Speech & Language

Author:

Siu Man-hung,Gish Herbert,Chan Arthur,Belfield William,Lowe Steve

Publisher

Elsevier BV

Subject

Human-Computer Interaction,Theoretical Computer Science,Software

Reference27 articles.

1. A topic classification system based on parametric trajectory mixture models;Belfield,2003

2. Discriminative training techniques for acoustic language identification;Burget,2006

3. Discriminative feature selection using support vector machines;Campbell,2007

4. LIBSVM: a library for support vector machines;Chang,2001

5. Segmenting speech using dynamic programming;Cohen;Journal of Acoustic Society of America,1981

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2. Segmental SpeechCLIP: Utilizing Pretrained Image-text Models for Audio-Visual Learning;INTERSPEECH 2023;2023-08-20

3. Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

4. TopicLPRank: a keyphrase extraction method based on improved TopicRank;The Journal of Supercomputing;2023-01-07

5. End-to-end speech topic classification based on pre-trained model Wavlm;2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP);2022-12-11
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