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2001.07263
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Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard
Interspeech (Interspeech), 2020
20 January 2020
Zoltán Tüske
G. Saon
Kartik Audhkhasi
Brian Kingsbury
BDL
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Papers citing
"Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard"
50 / 52 papers shown
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On the Relation between Internal Language Model and Sequence Discriminative Training for Neural Transducers
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Wei Zhou
Ralf Schluter
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349
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Chunked Attention-based Encoder-Decoder Model for Streaming Speech Recognition
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Albert Zeyer
Ralf Schluter
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Competitive and Resource Efficient Factored Hybrid HMM Systems are Simpler Than You Think
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Christoph Luscher
Moritz Gunz
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189
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15 Jun 2023
End-to-End Speech Recognition: A Survey
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Rohit Prabhavalkar
Takaaki Hori
Tara N. Sainath
Ralf Schluter
Shinji Watanabe
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361
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03 Mar 2023
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Jiajun Deng
Xurong Xie
Tianzi Wang
Mingyu Cui
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Zengrui Jin
Guinan Li
Shujie Hu
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197
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15 Feb 2023
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers
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Wei Zhou
Ralf Schluter
Hermann Ney
297
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07 Dec 2022
Unsupervised Model-based speaker adaptation of end-to-end lattice-free MMI model for speech recognition
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Xurong Xie
Xunying Liu
Hui Chen
Hongan Wang
330
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17 Nov 2022
Monotonic segmental attention for automatic speech recognition
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Robin Schmitt
Wei Zhou
Ralf Schluter
Hermann Ney
159
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Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding
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Yifan Peng
Siddharth Dalmia
Ian Lane
Shinji Watanabe
311
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06 Jul 2022
Improving the Training Recipe for a Robust Conformer-based Hybrid Model
Interspeech (Interspeech), 2022
Mohammad Zeineldeen
Jingjing Xu
Christoph Luscher
Ralf Schluter
Hermann Ney
218
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0
26 Jun 2022
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition
Interspeech (Interspeech), 2022
Jiajun Deng
Xurong Xie
Tianzi Wang
Mingyu Cui
Boyang Xue
Zengrui Jin
Mengzhe Geng
Guinan Li
Xunying Liu
Helen M. Meng
232
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24 Jun 2022
Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Switchboard Corpus
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Shoukang Hu
Xunying Liu
Helen M. Meng
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270
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Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems
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Mingyu Cui
Jiajun Deng
Shoukang Hu
Xurong Xie
Tianzi Wang
Shujie Hu
Mengzhe Geng
Boyang Xue
Xunying Liu
Helen M. Meng
197
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23 Jun 2022
Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization
Interspeech (Interspeech), 2022
A. Fasoli
Chia-Yu Chen
Mauricio Serrano
Swagath Venkataramani
G. Saon
Xiaodong Cui
Brian Kingsbury
K. Gopalakrishnan
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208
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16 Jun 2022
LegoNN: Building Modular Encoder-Decoder Models
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Siddharth Dalmia
Dmytro Okhonko
M. Lewis
Sergey Edunov
Shinji Watanabe
Florian Metze
Luke Zettlemoyer
Abdel-rahman Mohamed
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232
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07 Jun 2022
Efficient Training of Neural Transducer for Speech Recognition
Interspeech (Interspeech), 2022
Wei Zhou
Wilfried Michel
Ralf Schluter
Hermann Ney
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245
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22 Apr 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems
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Vishal Sunder
Eric Fosler-Lussier
Samuel Thomas
H. Kuo
Brian Kingsbury
438
8
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11 Apr 2022
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems
Interspeech (Interspeech), 2022
Takuma Udagawa
Masayuki Suzuki
Gakuto Kurata
N. Itoh
G. Saon
366
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01 Apr 2022
Improving End-to-End Models for Set Prediction in Spoken Language Understanding
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H. Kuo
Zoltán Tüske
Samuel Thomas
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G. Saon
154
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28 Jan 2022
Improving Factored Hybrid HMM Acoustic Modeling without State Tying
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Tina Raissi
Eugen Beck
Ralf Schluter
Hermann Ney
306
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24 Jan 2022
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Shou-Yong Hu
Xurong Xie
Mingyu Cui
Jiajun Deng
Shansong Liu
Jianwei Yu
Mengzhe Geng
Xunying Liu
Helen Meng
310
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08 Jan 2022
Robust Self-Supervised Audio-Visual Speech Recognition
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Bowen Shi
Wei-Ning Hsu
Abdel-rahman Mohamed
411
123
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05 Jan 2022
Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Junhao Xu
Jianwei Yu
Shoukang Hu
Xunying Liu
Helen Meng
MQ
317
20
0
29 Nov 2021
Conformer-based Hybrid ASR System for Switchboard Dataset
Mohammad Zeineldeen
Jingjing Xu
Christoph Luscher
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Alexander Gerstenberger
Ralf Schluter
Hermann Ney
344
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05 Nov 2021
On Language Model Integration for RNN Transducer based Speech Recognition
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Zuoyun Zheng
Ralf Schluter
Hermann Ney
336
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13 Oct 2021
ChannelAugment: Improving generalization of multi-channel ASR by training with input channel randomization
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M. Gaudesi
F. Weninger
D. Sharma
P. Zhan
AAML
208
1
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23 Sep 2021
Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition
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M. Gaudesi
Ralf Leibold
R. Gemello
P. Zhan
176
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17 Sep 2021
4-bit Quantization of LSTM-based Speech Recognition Models
Interspeech (Interspeech), 2021
A. Fasoli
Chia-Yu Chen
Mauricio Serrano
Xiao Sun
Naigang Wang
...
Xiaodong Cui
Brian Kingsbury
Wei Zhang
Zoltán Tüske
K. Gopalakrishnan
MQ
183
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Greenformers: Improving Computation and Memory Efficiency in Transformer Models via Low-Rank Approximation
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228
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Reducing Exposure Bias in Training Recurrent Neural Network Transducers
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David Haws
Zoltán Tüske
155
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Overcoming Domain Mismatch in Low Resource Sequence-to-Sequence ASR Models using Hybrid Generated Pseudotranscripts
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Francis Keith
William Hartmann
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On the limit of English conversational speech recognition
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Zoltán Tüske
G. Saon
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Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers
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Niko Moritz
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Jonathan Le Roux
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Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition
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Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept
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Investigating Methods to Improve Language Model Integration for Attention-based Encoder-Decoder ASR Models
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Aleksandr Glushko
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Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures
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Towards Consistent Hybrid HMM Acoustic Modeling
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Eugen Beck
Ralf Schluter
Hermann Ney
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A study of latent monotonic attention variants
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Ralf Schluter
Hermann Ney
307
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Residual Energy-Based Models for End-to-End Speech Recognition
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Yu Zhang
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P. Woodland
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Advancing RNN Transducer Technology for Speech Recognition
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Zoltan Tueske
Daniel Bolaños
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End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend
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Christoph Boeddeker
Shinji Watanabe
Tomohiro Nakatani
Marc Delcroix
K. Kinoshita
Tsubasa Ochiai
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Reinhold Haeb-Umbach
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Bayesian Learning for Deep Neural Network Adaptation
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Xunying Liu
Tan Lee
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Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition
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Simon Berger
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Hermann Ney
374
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S. Stueker
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End-to-End Spoken Language Understanding Without Full Transcripts
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Zoltán Tüske
Samuel Thomas
Yinghui Huang
Kartik Audhkhasi
Brian Kingsbury
Gakuto Kurata
Zvi Kons
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Luis A. Lastras
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232
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30 Sep 2020
Semi-Supervised Learning with Data Augmentation for End-to-End ASR
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F. Mana
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P. Zhan
265
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