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1706.00290
Cited By
Transfer Learning for Speech Recognition on a Budget
1 June 2017
Julius Kunze
Louis Kirsch
Ilia Kurenkov
A. Krug
Jens Johannsmeier
Sebastian Stober
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Papers citing
"Transfer Learning for Speech Recognition on a Budget"
44 / 44 papers shown
Building English ASR model with regional language support
Purvi Agrawal
Vikas Joshi
Bharati Patidar
Ankur Gupta
R. Mehta
163
0
0
10 Mar 2025
Enhancing Indonesian Automatic Speech Recognition: Evaluating Multilingual Models with Diverse Speech Variabilities
Oriental COCOSDA International Conference on Speech Database and Assessments (COCOSDA), 2024
Aulia Adila
Dessi Lestari
Ayu Purwarianti
Dipta Tanaya
Kurniawati Azizah
Sakriani Sakti
182
3
0
11 Oct 2024
Towards scalable efficient on-device ASR with transfer learning
Laxmi Pandey
Ke Li
Jinxi Guo
Debjyoti Paul
Arthur Guo
Jay Mahadeokar
Xuedong Zhang
191
2
0
23 Jul 2024
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets
Jiatong Shi
Shih-Heng Wang
William Chen
Martijn Bartelds
Vanya Bannihatti Kumar
...
Xuankai Chang
Dan Jurafsky
Karen Livescu
Hung-yi Lee
Shinji Watanabe
AuLLM
324
17
0
12 Jun 2024
A Comprehensive Study of the Current State-of-the-Art in Nepali Automatic Speech Recognition Systems
Rupak Raj Ghimire
B. Bal
Prakash Poudyal
105
0
0
05 Feb 2024
Streaming Bilingual End-to-End ASR model using Attention over Multiple Softmax
Spoken Language Technology Workshop (SLT), 2023
Aditya Patil
Vikas Joshi
Purvi Agrawal
Rupeshkumar Mehta
165
1
0
22 Jan 2024
Audio-AdapterFusion: A Task-ID-free Approach for Efficient and Non-Destructive Multi-task Speech Recognition
Automatic Speech Recognition & Understanding (ASRU), 2023
Hillary Ngai
Rohan Agrawal
Neeraj Gaur
Ronny Huang
Parisa Haghani
P. M. Mengibar
MoMe
225
1
0
17 Oct 2023
Image Synthesis under Limited Data: A Survey and Taxonomy
International Journal of Computer Vision (IJCV), 2023
Mengping Yang
Zhe Wang
237
16
0
31 Jul 2023
Deep transfer learning for detecting Covid-19, Pneumonia and Tuberculosis using CXR images -- A Review
Irad Mwendo
Kinyua Gikunda
A. Maina
128
4
0
26 Mar 2023
Baby Physical Safety Monitoring in Smart Home Using Action Recognition System
SoutheastCon (SoutheastCon), 2022
Victor A. Adewopo
Nelly Elsayed
Kelly Anderson
207
8
0
22 Oct 2022
Deploying self-supervised learning in the wild for hybrid automatic speech recognition
Mostafa Karimi
Changliang Liu
K. Kumatani
Yao Qian
Tianyu Wu
Jian Wu
129
3
0
17 May 2022
WavFT: Acoustic model finetuning with labelled and unlabelled data
Utkarsh Chauhan
Vikas Joshi
Rupeshkumar Mehta
141
0
0
01 Apr 2022
Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding
Peter Sullivan
Toshiko Shibano
Muhammad Abdul-Mageed
149
12
0
10 Feb 2022
Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages
Automatic Speech Recognition & Understanding (ASRU), 2021
Jiyeon Kim
Mehul Kumar
Dhananjaya N. Gowda
Abhinav Garg
Chanwoo Kim
112
8
0
19 Nov 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition
Guolin Zheng
Yubei Xiao
Ke Gong
Pan Zhou
Xiaodan Liang
Liang Lin
202
27
0
19 Sep 2021
Coarse-To-Fine And Cross-Lingual ASR Transfer
Peter Polák
Ondrej Bojar
92
3
0
02 Sep 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification
Interspeech (Interspeech), 2021
Yiding Jiang
Bidisha Sharma
Maulik C. Madhavi
Haizhou Li
166
30
0
05 Aug 2021
OPT: Omni-Perception Pre-Trainer for Cross-Modal Understanding and Generation
Jing Liu
Xinxin Zhu
Fei Liu
Longteng Guo
Zijia Zhao
...
Weining Wang
Hanqing Lu
Shiyu Zhou
Jiajun Zhang
Jinqiao Wang
299
41
0
01 Jul 2021
Quantifying and Maximizing the Benefits of Back-End Noise Adaption on Attention-Based Speech Recognition Models
Coleman Hooper
Thierry Tambe
Gu-Yeon Wei
108
1
0
03 May 2021
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users
AAAI Conference on Artificial Intelligence (AAAI), 2021
M. Doumbouya
Lisa Einstein
Chris Piech
196
33
0
27 Apr 2021
Improving speech recognition models with small samples for air traffic control systems
Neurocomputing (Neurocomputing), 2021
Yi Lin
Qin Li
Bo Yang
Zhen Yan
Huachun Tan
Zhengmao Chen
184
33
0
16 Feb 2021
Effects of Layer Freezing on Transferring a Speech Recognition System to Under-resourced Languages
Conference on Natural Language Processing (NLP), 2021
Onno Eberhard
Torsten Zesch
118
5
0
08 Feb 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data
International Conference on Machine Learning (ICML), 2021
Chengyi Wang
Yu-Huan Wu
Yao Qian
K. Kumatani
Shujie Liu
Furu Wei
Michael Zeng
Xuedong Huang
OT
SSL
282
135
0
19 Jan 2021
Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yubei Xiao
Ke Gong
Pan Zhou
Guolin Zheng
Xiaodan Liang
Liang Lin
211
35
0
22 Dec 2020
A Study of Few-Shot Audio Classification
Piper Wolters
Chris Careaga
Brian Hutchinson
Lauren A. Phillips
148
11
0
02 Dec 2020
Bootstrap an end-to-end ASR system by multilingual training, transfer learning, text-to-text mapping and synthetic audio
Interspeech (Interspeech), 2020
Manuel Giollo
Deniz Gunceler
Yulan Liu
D. Willett
162
11
0
25 Nov 2020
Rethinking Evaluation in ASR: Are Our Models Robust Enough?
Tatiana Likhomanenko
Qiantong Xu
Vineel Pratap
Paden Tomasello
Jacob Kahn
Gilad Avidov
R. Collobert
Gabriel Synnaeve
394
105
0
22 Oct 2020
On Transfer Learning of Traditional Frequency and Time Domain Features in Turning
Melih C. Yesilli
Firas A. Khasawneh
113
9
0
28 Aug 2020
Learning Models of Individual Behavior in Chess
Reid McIlroy-Young
Russell Wang
S. Sen
Jon M. Kleinberg
Ashton Anderson
265
19
0
23 Aug 2020
Transfer Learning Approaches for Streaming End-to-End Speech Recognition System
Interspeech (Interspeech), 2020
Vikas Joshi
Rui Zhao
Rupeshkumar Mehta
Kshitiz Kumar
Jinyu Li
190
24
0
12 Aug 2020
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning
Pavel Denisov
Ngoc Thang Vu
207
31
0
03 Jul 2020
End-to-end Whispered Speech Recognition with Frequency-weighted Approaches and Pseudo Whisper Pre-training
Heng-Jui Chang
Alexander H. Liu
Hung-yi Lee
Lin-Shan Lee
149
2
0
05 May 2020
Development of Automatic Speech Recognition for Kazakh Language using Transfer Learning
International Journal of Advanced Trends in Computer Science and Engineering (IJATCSE), 2020
Amirgaliyev E.N.
Kuanyshbay D.N.
O. Baimuratov
71
14
0
08 Mar 2020
Gradient-Adjusted Neuron Activation Profiles for Comprehensive Introspection of Convolutional Speech Recognition Models
A. Krug
Sebastian Stober
62
1
0
19 Feb 2020
Cantonese Automatic Speech Recognition Using Transfer Learning from Mandarin
Bryan Li
Xinyue Wang
Homayoon Beigi
87
9
0
21 Nov 2019
Regula Sub-rosa: Latent Backdoor Attacks on Deep Neural Networks
Yuanshun Yao
Huiying Li
Haitao Zheng
Ben Y. Zhao
AAML
120
13
0
24 May 2019
wav2vec: Unsupervised Pre-training for Speech Recognition
Steffen Schneider
Alexei Baevski
R. Collobert
Michael Auli
SSL
387
721
0
11 Apr 2019
Speech Model Pre-training for End-to-End Spoken Language Understanding
Loren Lugosch
Mirco Ravanelli
Patrick Ignoto
Vikrant Singh Tomar
Yoshua Bengio
SyDa
AuLLM
201
376
0
07 Apr 2019
Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data
Harshita Seth
Pulkit Kumar
Muktabh Mayank Srivastava
192
13
0
12 Jan 2019
Training neural audio classifiers with few data
Jordi Pons
Joan Serrà
Xavier Serra
221
64
0
24 Oct 2018
Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation
Brian Thompson
Huda Khayrallah
Antonios Anastasopoulos
Arya D. McCarthy
Kevin Duh
Rebecca Marvin
Paul McNamee
Jeremy Gwinnup
Tim Anderson
Philipp Koehn
316
56
0
14 Sep 2018
Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition
Pavel Denisov
Ngoc Thang Vu
Marc Ferras
110
18
0
30 Jul 2018
Exploiting Nontrivial Connectivity for Automatic Speech Recognition
Marius Paraschiv
Lasse Borgholt
T. M. S. Tax
Marco Singh
Lars Maaløe
100
0
0
28 Nov 2017
Towards Language-Universal End-to-End Speech Recognition
Suyoun Kim
M. Seltzer
150
70
0
06 Nov 2017
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