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Unsupervised word segmentation and lexicon discovery using acoustic word
  embeddings

Unsupervised word segmentation and lexicon discovery using acoustic word embeddings

9 March 2016
Herman Kamper
A. Jansen
Sharon Goldwater
    SSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised word segmentation and lexicon discovery using acoustic word embeddings"

26 / 26 papers shown
Acoustic correlates of the syllabic rhythm of speech: Modulation
  spectrum or local features of the temporal envelope
Acoustic correlates of the syllabic rhythm of speech: Modulation spectrum or local features of the temporal envelopeNeuroscience and Biobehavioral Reviews (NBR), 2022
Yuran Zhang
Jiajie Zou
Nai Ding
108
12
0
14 Jan 2023
Word Segmentation on Discovered Phone Units with Dynamic Programming and
  Self-Supervised Scoring
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised ScoringIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Herman Kamper
350
33
0
24 Feb 2022
Discovering Phonetic Inventories with Crosslingual Automatic Speech
  Recognition
Discovering Phonetic Inventories with Crosslingual Automatic Speech RecognitionComputer Speech and Language (CSL), 2022
Piotr Żelasko
Siyuan Feng
Laureano Moro-Velazquez
A. Abavisani
Saurabhchand Bhati
O. Scharenborg
M. Hasegawa-Johnson
Najim Dehak
268
18
0
26 Jan 2022
Unsupervised Multimodal Word Discovery based on Double Articulation
  Analysis with Co-occurrence cues
Unsupervised Multimodal Word Discovery based on Double Articulation Analysis with Co-occurrence cuesIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2022
Akira Taniguchi
Hiroaki Murakami
Ryo Ozaki
T. Taniguchi
292
2
0
18 Jan 2022
Towards Tokenized Human Dynamics Representation
Towards Tokenized Human Dynamics Representation
Kenneth Li
Xiao Sun
Zhirong Wu
Fangyun Wei
Stephen Lin
347
3
0
22 Nov 2021
A Masked Segmental Language Model for Unsupervised Natural Language
  Segmentation
A Masked Segmental Language Model for Unsupervised Natural Language SegmentationSpecial Interest Group on Computational Morphology and Phonology Workshop (SIGMORPHON), 2021
C.M. Downey
Fei Xia
Gina-Anne Levow
Shane Steinert-Threlkeld
212
14
0
16 Apr 2021
A Correspondence Variational Autoencoder for Unsupervised Acoustic Word
  Embeddings
A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings
Puyuan Peng
Herman Kamper
Karen Livescu
DRLSSL
246
15
0
03 Dec 2020
Automatically Identifying Language Family from Acoustic Examples in Low
  Resource Scenarios
Automatically Identifying Language Family from Acoustic Examples in Low Resource Scenarios
Peter Wu
Yifan Zhong
A. Black
158
3
0
01 Dec 2020
Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic
  Adaptive Metrics
Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics
Okko Räsänen
María Andrea Cruz Blandón
296
27
0
03 Aug 2020
Exploiting Cross-Lingual Knowledge in Unsupervised Acoustic Modeling for
  Low-Resource Languages
Exploiting Cross-Lingual Knowledge in Unsupervised Acoustic Modeling for Low-Resource Languages
Siyuan Feng
160
0
0
29 Jul 2020
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded
  Speech
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded SpeechInternational Conference on Learning Representations (ICLR), 2019
David Harwath
Wei-Ning Hsu
James R. Glass
285
88
0
21 Nov 2019
Large-scale representation learning from visually grounded untranscribed
  speech
Large-scale representation learning from visually grounded untranscribed speechConference on Computational Natural Language Learning (CoNLL), 2019
Gabriel Ilharco
Yuan Zhang
Jason Baldridge
SSL
190
62
0
19 Sep 2019
Exploiting Cross-Lingual Speaker and Phonetic Diversity for Unsupervised
  Subword Modeling
Exploiting Cross-Lingual Speaker and Phonetic Diversity for Unsupervised Subword ModelingIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2019
Siyuan Feng
Tan Lee
195
10
0
09 Aug 2019
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level
  Neural Language Models Trained on Unsegmented Text
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented TextTransactions of the Association for Computational Linguistics (TACL), 2019
Michael Hahn
Marco Baroni
LMTD
141
15
0
17 Jun 2019
Exploring Phoneme-Level Speech Representations for End-to-End Speech
  Translation
Exploring Phoneme-Level Speech Representations for End-to-End Speech TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Elizabeth Salesky
Matthias Sperber
A. Black
155
36
0
04 Jun 2019
Multilingual and Unsupervised Subword Modeling for Zero-Resource
  Languages
Multilingual and Unsupervised Subword Modeling for Zero-Resource LanguagesComputer Speech and Language (CSL), 2018
Enno Hermann
Herman Kamper
Sharon Goldwater
197
22
0
09 Nov 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces
Yu-An Chung
W. Weng
S. Tong
James R. Glass
251
108
0
18 May 2018
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory
  Input
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input
David Harwath
Adrià Recasens
Dídac Surís
Galen Chuang
Antonio Torralba
James R. Glass
353
208
0
04 Apr 2018
Semantic speech retrieval with a visually grounded model of
  untranscribed speech
Semantic speech retrieval with a visually grounded model of untranscribed speech
Herman Kamper
Gregory Shakhnarovich
Karen Livescu
258
55
0
05 Oct 2017
Query-by-Example Search with Discriminative Neural Acoustic Word
  Embeddings
Query-by-Example Search with Discriminative Neural Acoustic Word EmbeddingsInterspeech (Interspeech), 2017
Shane Settle
Keith D. Levin
Herman Kamper
Karen Livescu
202
91
0
12 Jun 2017
Visually grounded learning of keyword prediction from untranscribed
  speech
Visually grounded learning of keyword prediction from untranscribed speech
Herman Kamper
Shane Settle
Gregory Shakhnarovich
Karen Livescu
355
64
0
23 Mar 2017
An embedded segmental K-means model for unsupervised segmentation and
  clustering of speech
An embedded segmental K-means model for unsupervised segmentation and clustering of speech
Herman Kamper
Karen Livescu
Sharon Goldwater
300
102
0
23 Mar 2017
Towards speech-to-text translation without speech recognition
Towards speech-to-text translation without speech recognitionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2017
Sameer Bansal
Herman Kamper
Adam Lopez
Sharon Goldwater
94
73
0
13 Feb 2017
An Unsupervised Probability Model for Speech-to-Translation Alignment of
  Low-Resource Languages
An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages
Antonios Anastasopoulos
David Chiang
Long Duong
129
28
0
26 Sep 2016
Weakly supervised spoken term discovery using cross-lingual side
  information
Weakly supervised spoken term discovery using cross-lingual side information
Sameer Bansal
Herman Kamper
Sharon Goldwater
Adam Lopez
100
12
0
21 Sep 2016
A segmental framework for fully-unsupervised large-vocabulary speech
  recognition
A segmental framework for fully-unsupervised large-vocabulary speech recognitionComputer Speech and Language (CSL), 2016
Herman Kamper
A. Jansen
Sharon Goldwater
193
105
0
22 Jun 2016
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