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A Correspondence Variational Autoencoder for Unsupervised Acoustic Word
  Embeddings

A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings

3 December 2020
Puyuan Peng
Herman Kamper
Karen Livescu
    DRLSSL
ArXiv (abs)PDFHTML

Papers citing "A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings"

12 / 12 papers shown
Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study
  on Speech Emotion Recognition
Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition
Alexandra Saliba
Yuanchao Li
Ramon Sanabria
Catherine Lai
372
16
0
04 Feb 2024
Spoken Word2Vec: Learning Skipgram Embeddings from Speech
Spoken Word2Vec: Learning Skipgram Embeddings from SpeechInterspeech (Interspeech), 2023
Mohammad Amaan Sayeed
Hanan Aldarmaki
199
0
0
15 Nov 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech
  segmentation into words
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into wordsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Robin Algayres
Pablo Diego-Simon
Benoît Sagot
Emmanuel Dupoux
364
2
0
08 Oct 2023
Generative Spoken Language Model based on continuous word-sized audio
  tokens
Generative Spoken Language Model based on continuous word-sized audio tokensConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Robin Algayres
Yossi Adi
Tu Nguyen
Jade Copet
Gabriel Synnaeve
Benoît Sagot
Emmanuel Dupoux
AuLLM
298
22
0
08 Oct 2023
What Do Self-Supervised Speech Models Know About Words?
What Do Self-Supervised Speech Models Know About Words?Transactions of the Association for Computational Linguistics (TACL), 2023
Ankita Pasad
C. Chien
Shane Settle
Karen Livescu
SSL
594
63
0
30 Jun 2023
Acoustic Word Embeddings for Untranscribed Target Languages with
  Continued Pretraining and Learned Pooling
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned PoolingInterspeech (Interspeech), 2023
Ramon Sanabria
Ondˇrej Klejch
Hao Tang
Sharon Goldwater
187
4
0
03 Jun 2023
Supervised Acoustic Embeddings And Their Transferability Across
  Languages
Supervised Acoustic Embeddings And Their Transferability Across LanguagesInternational Conference on Natural Language and Speech Processing (ICNLSP), 2023
Sreepratha Ram
Hanan Aldarmaki
SSL
178
4
0
03 Jan 2023
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised
  Speech Models
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Ramon Sanabria
Hao Tang
Sharon Goldwater
SSL
287
30
0
28 Oct 2022
Self-Supervised Speech Representation Learning: A Review
Self-Supervised Speech Representation Learning: A ReviewIEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
Abdel-rahman Mohamed
Hung-yi Lee
Lasse Borgholt
Jakob Drachmann Havtorn
Joakim Edin
...
Shang-Wen Li
Karen Livescu
Lars Maaløe
Tara N. Sainath
Shinji Watanabe
SSLAI4TS
776
471
0
21 May 2022
Unsupervised Automatic Speech Recognition: A Review
Unsupervised Automatic Speech Recognition: A ReviewSpeech Communication (Speech Commun.), 2021
Hanan Aldarmaki
Asad Ullah
Nazar Zaki
VLMSSL
186
70
0
09 Jun 2021
Configurable Privacy-Preserving Automatic Speech Recognition
Configurable Privacy-Preserving Automatic Speech RecognitionInterspeech (Interspeech), 2021
Ranya Aloufi
Hamed Haddadi
David E. Boyle
199
11
0
01 Apr 2021
Direct multimodal few-shot learning of speech and images
Direct multimodal few-shot learning of speech and imagesInterspeech (Interspeech), 2020
Leanne Nortje
Herman Kamper
SSL
421
10
0
10 Dec 2020
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