End-to-End ASR-free Keyword Search from Speech

13 January 2017

Kartik Audhkhasi

Andrew Rosenberg

A. Sethy

Bhuvana Ramabhadran

Brian Kingsbury

ArXiv PDF HTML

Papers citing "End-to-End ASR-free Keyword Search from Speech"

46 / 46 papers shown

Title
Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units Bolaji Yusuf Jan "Honza" Černocký Murat Saraclar 26 1 0 05 Jul 2024
End-to-End User-Defined Keyword Spotting using Shifted Delta Coefficients V. Kesavaraj M. Anuprabha A. Vuppala 37 1 0 23 May 2024
High-precision Voice Search Query Correction via Retrievable Speech-text Embedings Christopher Li Gary Wang Kyle Kastner Heng Su Allen Chen ... Zelin Wu L. Velikovich Pat Rondon D. Caseiro Petar S. Aleksic 34 1 0 08 Jan 2024
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations Bolaji Yusuf J. Černocký Murat Saraclar 46 2 0 15 Aug 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
Spot keywords from very noisy and mixed speech Ying Shi Dong Wang Lantian Li Jiqing Han Shi Yin 33 4 0 28 May 2023
MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition Xize Cheng Lin Li Tao Jin Rongjie Huang Wang Lin Zehan Wang Huangdai Liu Yejin Wang Aoxiong Yin Zhou Zhao 26 24 0 09 Mar 2023
Structural Segmentation and Labeling of Tabla Solo Performances R. Gowriprasad R. Aravind H. Murthy LMTD 11 0 0 16 Nov 2022
Exploring Sequence-to-Sequence Transformer-Transducer Models for Keyword Spotting Beltrán Labrador Guanlong Zhao Ignacio López Moreno Angelo Scorza Scarpati Liam H. Fowl Quan Wang 11 2 0 11 Nov 2022
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song Raymond Chi-Wing Wong Xuefang Zhao Di Jiang 39 13 0 04 Jan 2022
Visual Keyword Spotting with Attention Prajwal K R Liliane Momeni Triantafyllos Afouras Andrew Zisserman 16 13 0 29 Oct 2021
End-to-end LSTM based estimation of volcano event epicenter localization N. B. Yoma J. Wuth Andres Pinto Nicolas de Celis J. Celis F. Huenupán 11 10 0 27 Oct 2021
End-to-End Open Vocabulary Keyword Search Bolaji Yusuf Alican Gök Batuhan Gündogdu Murat Saraclar 21 9 0 23 Aug 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
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 57 0 09 Jun 2021
Acoustic word embeddings for zero-resource languages using self-supervised contrastive learning and multilingual adaptation C. Jacobs Yevgen Matusevych Herman Kamper 17 21 0 19 Mar 2021
Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT Ye Bai Jiangyan Yi J. Tao Zhengkun Tian Zhengqi Wen Shuai Zhang RALM 33 51 0 15 Feb 2021
Query-by-Example Keyword Spotting system using Multi-head Attention and Softtriple Loss Jinmiao Huang W. Gharbieh Han Suk Shim Eugene Kim AAML 15 41 0 14 Feb 2021
Acoustic span embeddings for multilingual query-by-example search Yushi Hu Shane Settle Karen Livescu RALM 30 8 0 24 Nov 2020
AutoKWS: Keyword Spotting with Differentiable Architecture Search Bo-Wen Zhang WenFeng Li Qingyuan Li Weiji Zhuang Xiangxiang Chu Yujun Wang 25 23 0 08 Sep 2020
A multi-view approach for Mandarin non-native mispronunciation verification Zhenyu Wang John H. L. Hansen Yanlu Xie 22 3 0 05 Sep 2020
Seeing wake words: Audio-visual Keyword Spotting Liliane Momeni Triantafyllos Afouras Themos Stafylakis Samuel Albanie Andrew Zisserman 46 43 0 02 Sep 2020
LSTM Acoustic Models Learn to Align and Pronounce with Graphemes A. Datta Guanlong Zhao Bhuvana Ramabhadran Eugene Weinstein 18 0 0 13 Aug 2020
Automatic Detection of Phonological Errors in Child Speech Using Siamese Recurrent Autoencoder Si-Ioi Ng Tan Lee 9 7 0 07 Aug 2020
Whole-Word Segmental Speech Recognition with Acoustic Word Embeddings Bowen Shi Shane Settle Karen Livescu 32 4 0 01 Jul 2020
Multilingual Jointly Trained Acoustic and Written Word Embeddings Yushi Hu Shane Settle Karen Livescu 19 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
Direct Speech-to-image Translation Jiguo Li Xinfeng Zhang Chuanmin Jia Jizheng Xu Li Zhang Y. Wang Siwei Ma Wen Gao 36 29 0 07 Apr 2020
Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks Théodore Bluche Maël Primet Thibault Gisselbrecht ObjD MQ 28 24 0 25 Feb 2020
Multilingual acoustic word embedding models for processing zero-resource languages Herman Kamper Yevgen Matusevych Sharon Goldwater 31 24 0 06 Feb 2020
Predicting detection filters for small footprint open-vocabulary keyword spotting Théodore Bluche Thibault Gisselbrecht ObjD 26 19 0 16 Dec 2019
Query-by-example on-device keyword spotting Byeonggeun Kim Mingu Lee Jinkyu Lee Yeonseok Kim Kyuwoong Hwang 25 42 0 11 Oct 2019
Additional Shared Decoder on Siamese Multi-view Encoders for Learning Acoustic Word Embeddings Myunghun Jung Hyungjun Lim Jahyun Goo Youngmoon Jung Hoirin Kim 19 14 0 01 Oct 2019
Semantic query-by-example speech search using visual grounding Herman Kamper Aristotelis Anastassiou Karen Livescu 19 29 0 15 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
Feature exploration for almost zero-resource ASR-free keyword spotting using a multilingual bottleneck extractor and correspondence autoencoders Raghav Menon Herman Kamper Ewald van der Westhuizen John Quinn T. Niesler 11 3 0 14 Nov 2018
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models Herman Kamper SSL 27 68 0 01 Nov 2018
Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting Zhehuai Chen Y. Qian Kai Yu 16 20 0 02 Aug 2018
Zero-shot keyword spotting for visual speech recognition in-the-wild Themos Stafylakis Georgios Tzimiropoulos 35 38 0 23 Jul 2018
Efficient keyword spotting using time delay neural networks Samuel Myer Vikrant Singh Tomar 33 39 0 11 Jul 2018
Fast ASR-free and almost zero-resource keyword spotting using DTW and CNNs for humanitarian monitoring Raghav Menon Herman Kamper John Quinn T. Niesler 18 28 0 25 Jun 2018
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models Yanzhang He Rohit Prabhavalkar Kanishka Rao Wei Li A. Bakhtin Ian McGraw AI4TS 23 89 0 26 Oct 2017
Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks Chia-Wei Ao Hung-yi Lee 16 21 0 01 Sep 2017
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings Shane Settle Keith D. Levin Herman Kamper Karen Livescu 25 85 0 12 Jun 2017
An embedded segmental K-means model for unsupervised segmentation and clustering of speech Herman Kamper Karen Livescu Sharon Goldwater 19 95 0 23 Mar 2017
Multi-view Recurrent Neural Acoustic Word Embeddings Wanjia He Weiran Wang Karen Livescu 21 84 0 14 Nov 2016