Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings

12 June 2017

Papers citing "Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings"

50 / 51 papers shown

Title
Noise-Agnostic Multitask Whisper Training for Reducing False Alarm Errors in Call-for-Help Detection Myeonghoon Ryu June-Woo Kim Minseok Oh Suji Lee Han Park 41 0 0 20 Jan 2025
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment Li Kewei Zhou Hengshun Shen Kai Dai Yusheng Du Jun 41 1 0 31 Dec 2024
Cross-Lingual Query-by-Example Spoken Term Detection: A Transformer-Based Approach Allahdadi Fatemeh Mahdian Toroghi Rahil Zareian Hassan 30 0 0 05 Oct 2024
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations Amit Meghanani Thomas Hain SSL 40 1 0 13 Mar 2024
Contrastive Learning With Audio Discrimination For Customizable Keyword Spotting In Continuous Speech Yu Xi Baochen Yang Hao Li Jiaqi Guo Kai Yu 39 4 0 12 Jan 2024
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings C. Jacobs Herman Kamper 32 1 0 05 Jul 2023
Matching Latent Encoding for Audio-Text based Keyword Spotting K. Nishu Minsik Cho Devang Naik 9 14 0 08 Jun 2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling Ramon Sanabria Ondˇrej Klejch Hao Tang Sharon Goldwater 30 1 0 03 Jun 2023
Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili C. Jacobs Nathanaël Carraz Rakotonirina E. Chimoto Bruce A. Bassett Herman Kamper 27 5 0 01 Jun 2023
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models Ramon Sanabria Hao Tang Sharon Goldwater SSL 40 18 0 28 Oct 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 32 2 0 23 Oct 2022
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings Badr M. Abdullah Bernd Möbius Dietrich Klakow 13 3 0 14 Sep 2022
Learning Phone Recognition from Unpaired Audio and Phone Sequences Based on Generative Adversarial Network Da-Rong Liu Po-Chun Hsu Yi-Chen Chen Sung-Feng Huang Shun-Po Chuang Da-Yi Wu Hung-yi Lee GAN 19 7 0 29 Jul 2022
Self-Supervised Speech Representation Learning: A Review 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 SSL AI4TS 137 350 0 21 May 2022
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings Myunghun Jung Hoirin Kim 23 3 0 30 Mar 2022
Keyword localisation in untranscribed speech using visually grounded speech models Kayode Olaleye Dan Oneaţă Herman Kamper 32 7 0 02 Feb 2022
BBS-KWS:The Mandarin Keyword Spotting System Won the Video Keyword Wakeup Challenge Yuting Yang Binbin Du Yingxin Zhang Wenxuan Wang Yuke Li 21 0 0 03 Dec 2021
Multilingual transfer of acoustic word embeddings improves when training on languages related to the target zero-resource language C. Jacobs Herman Kamper 35 10 0 24 Jun 2021
Attention-Based Keyword Localisation in Speech using Visual Grounding Kayode Olaleye Herman Kamper 27 13 0 16 Jun 2021
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study Badr M. Abdullah Marius Mosbach Iuliia Zaitova Bernd Möbius Dietrich Klakow 27 14 0 16 Jun 2021
Spoken Term Detection Methods for Sparse Transcription in Very Low-resource Settings Éric Le Ferrand Steven Bird Laurent Besacier 20 1 0 11 Jun 2021
CNN-based Spoken Term Detection and Localization without Dynamic Programming T. Fuchs Yael Segal Joseph Keshet 11 5 0 07 Mar 2021
Towards localisation of keywords in speech using weak supervision Kayode Olaleye Benjamin van Niekerk Herman Kamper 24 5 0 14 Dec 2020
A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings Lisa van Staden Herman Kamper SSL 31 16 0 14 Dec 2020
A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings Puyuan Peng Herman Kamper Karen Livescu DRL SSL 14 14 0 03 Dec 2020
Acoustic span embeddings for multilingual query-by-example search Yushi Hu Shane Settle Karen Livescu RALM 21 8 0 24 Nov 2020
Acoustic Neighbor Embeddings Woojay Jeon 17 7 0 20 Jul 2020
Whole-Word Segmental Speech Recognition with Acoustic Word Embeddings Bowen Shi Shane Settle Karen Livescu 24 4 0 01 Jul 2020
Multilingual Jointly Trained Acoustic and Written Word Embeddings Yushi Hu Shane Settle Karen Livescu 16 22 0 24 Jun 2020
Improved acoustic word embeddings for zero-resource languages using multilingual transfer Herman Kamper Yevgen Matusevych Sharon Goldwater 15 18 0 02 Jun 2020
Acoustic Word Embedding System for Code-Switching Query-by-example Spoken Term Detection Murong Ma Haiwei Wu Xuyang Wang Lin Yang Junjie Wang Ming Li 8 7 0 24 May 2020
Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification using CTC-based Soft VAD and Global Query Attention Myunghun Jung Youngmoon Jung Jahyun Goo Hoirin Kim 22 19 0 08 May 2020
Unsupervised feature learning for speech using correspondence and Siamese networks Petri-Johan Last H. Engelbrecht Herman Kamper SSL 7 18 0 28 Mar 2020
Additional Shared Decoder on Siamese Multi-view Encoders for Learning Acoustic Word Embeddings Myunghun Jung Hyungjun Lim Jahyun Goo Youngmoon Jung Hoirin Kim 14 14 0 01 Oct 2019
Learning Joint Acoustic-Phonetic Word Embeddings Mohamed El-Geish DRL SSL 10 2 0 01 Aug 2019
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks Ryan Eloff A. Nortje Benjamin van Niekerk Avashna Govender Leanne Nortje Arnu Pretorius Elan Van Biljon Ewald van der Westhuizen Lisa van Staden Herman Kamper DRL 26 57 0 16 Apr 2019
Semantic query-by-example speech search using visual grounding Herman Kamper Aristotelis Anastassiou Karen Livescu 19 29 0 15 Apr 2019
From Semi-supervised to Almost-unsupervised Speech Recognition with Very-low Resource by Jointly Learning Phonetic Structures from Audio and Text Embeddings Yi-Chen Chen Sung-Feng Huang Hung-yi Lee Lin-Shan Lee SSL 14 0 0 10 Apr 2019
Acoustically Grounded Word Embeddings for Improved Acoustics-to-Word Speech Recognition Shane Settle Kartik Audhkhasi Karen Livescu M. Picheny 19 34 0 29 Mar 2019
DONUT: CTC-based Query-by-Example Keyword Spotting Loren Lugosch Samuel Myer Vikrant Singh Tomar 11 27 0 26 Nov 2018
Improved Audio Embeddings by Adjacency-Based Clustering with Applications in Spoken Term Detection Sung-Feng Huang Yi-Chen Chen Hung-yi Lee Lin-Shan Lee AI4TS 19 5 0 07 Nov 2018
Learning acoustic word embeddings with phonetically associated triplet network Hyungjun Lim Yu Li Yongdong Zhang Junbo Guo Jintao Li 6 5 0 07 Nov 2018
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models Herman Kamper SSL 25 68 0 01 Nov 2018
Almost-unsupervised Speech Recognition with Close-to-zero Resource Based on Phonetic Structures Learned from Very Small Unpaired Speech and Text Data Yi-Chen Chen Chia-Hao Shen Sung-Feng Huang Hung-yi Lee Lin-Shan Lee 17 17 0 30 Oct 2018
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval Yi-Chen Chen Sung-Feng Huang Chia-Hao Shen Hung-yi Lee Lin-Shan Lee 46 37 0 21 Jul 2018
Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search Yougen Yuan C. Leung Lei Xie Hongjie Chen B. Ma Haizhou Li 16 30 0 10 Jun 2018
Towards Unsupervised Automatic Speech Recognition Trained by Unaligned Speech and Text only Yi-Chen Chen Chia-Hao Shen Sung-Feng Huang Hung-yi Lee 12 19 0 29 Mar 2018
Semantic speech retrieval with a visually grounded model of untranscribed speech Herman Kamper Gregory Shakhnarovich Karen Livescu 29 53 0 05 Oct 2017
Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks Chia-Wei Ao Hung-yi Lee 11 21 0 01 Sep 2017
Language Transfer of Audio Word2Vec: Learning Audio Segment Representations without Target Language Data Chia-Hao Shen Janet Y. Sung Hung-yi Lee 21 5 0 19 Jul 2017