Title: | Continuous Unsupervised Topic Adaptation for Morph-based Speech Recognition |
Author(s): | Mansikkaniemi, André |
Date: | 2017 |
Language: | en |
Pages: | 99 + app. 83 |
Department: | Signaalinkäsittelyn ja akustiikan laitos Department of Signal Processing and Acoustics |
ISBN: | 978-952-60-7252-4 (electronic) 978-952-60-7253-1 (printed) |
Series: | Aalto University publication series DOCTORAL DISSERTATIONS, 10/2017 |
ISSN: | 1799-4942 (electronic) 1799-4934 (printed) 1799-4934 (ISSN-L) |
Supervising professor(s): | Kurimo, Mikko, Prof., Aalto University, Department of Signal Processing and Acoustics, Finland |
Subject: | Computer science, Electrical engineering, Acoustics |
Keywords: | morph-based speech recognition, retrieval-based language model adaptation, lexicon adaptation, user feedback based adaptation, foreign proper name detection, morph restoration |
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Abstract:Modern automatic speech recognition (ASR) systems are speaker independent and designed to recognize continuous large vocabulary speech. The key components of an ASR system are the acoustic model, language model, lexicon and decoder.
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Parts:[Publication 1]: André Mansikkaniemi and Mikko Kurimo. Unsupervised Vocabulary Adaptation for Morph-based Language Models. In NAACL-HLT 2012 Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT, pages 37–40, Montréal, Canada, June 2012.[Publication 2]: André Mansikkaniemi and Mikko Kurimo. Adaptation of morph-based Speech Recognition for Foreign Entity Names. In Fifth International Conference Human Language Technologies - The Baltic Perspective, pages 129–137, Tartu, Estonia, October 2012. DOI: 10.3233/978-1-61499-133-5-129 View at Publisher [Publication 3]: André Mansikkaniemi and Mikko Kurimo. Unsupervised Topic Adaptation for Morph-based Speech Recognition. In Interspeech 2013, pages 2693–2697, Lyon, France, September 2013.[Publication 4]: André Mansikkaniemi and Mikko Kurimo. Adaptation of Morph-Based Speech Recognition for Foreign Names and Acronyms. IEEE/ACM Transactions on Audio, Speech, and Language Processing, pages 941–950, vol. 23, no. 5, May 2015. DOI: 10.1109/TASLP.2015.2414818 View at Publisher [Publication 5]: André Mansikkaniemi and Mikko Kurimo. Unsupervised and User Feedback Based Lexicon Adaptation for Foreign Names and Acronyms. In Third International Conference on Statistical Language and Speech Processing, SLSP 2015, Volume 9449, pp. 197-206, Budapest, Hungary, November 2015. DOI: 10.1007/978-3-319-25789-1_19 View at Publisher [Publication 6]: Mikko Kurimo and Seppo Enarvi and Ottokaar Tilk and Matti Varjokallio and André Mansikkaniemi and Tanel Alumäe. Modeling Underresourced Languages for Speech Recognition. Language Resources and Evaluation, pages 1-27, February 2016. DOI: 10.1007/s10579-016-9336-9 View at Publisher |
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