André Merboldt

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All published works

Action	Title	Year	Authors
+ PDF Chat	Librispeech Transducer Model with Internal Language Model Prior Correction	2021	Albert Zeyer André Merboldt Wilfried Michel Ralf Schlüter Hermann Ney
+ PDF Chat	Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept	2021	Wei Zhou Albert Zeyer André Merboldt Ralf Schlüter Hermann Ney
+ PDF Chat	Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept	2021	Wei Zhou Albert Zeyer André Merboldt Ralf Schlüter Hermann Ney
+	Librispeech Transducer Model with Internal Language Model Prior Correction	2021	Albert Zeyer André Merboldt Wilfried Michel Ralf Schlüter Hermann Ney
+	Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept	2021	Wei Zhou Albert Zeyer André Merboldt Ralf Schlüter Hermann Ney
+	Librispeech Transducer Model with Internal Language Model Prior Correction	2021	Albert Zeyer André Merboldt Wilfried Michel Ralf Schlüter Hermann Ney
+ PDF Chat	A New Training Pipeline for an Improved Neural Transducer	2020	Albert Zeyer André Merboldt Ralf Schlüter Hermann Ney

Common Coauthors

Coauthor	Papers Together
Ralf Schlüter	7
Hermann Ney	7
Albert Zeyer	5
Wilfried Michel	3
Wei Zhou	3
Albert Zeyer	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Sequence Transduction with Recurrent Neural Networks	2012	Alex Graves	4
+ PDF Chat	Improved Training of End-to-end Attention Models for Speech Recognition	2018	Albert Zeyer Kazuki Irie Ralf Schlüter Hermann Ney	4
+ PDF Chat	Hybrid Autoregressive Transducer (HAT)	2020	Ehsan Variani David Rybach Cyril Allauzen Michael Riley	4
+ PDF Chat	Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition	2021	Wei Zhou Simon Berger Ralf Schlüter Hermann Ney	3
+ PDF Chat	A New Training Pipeline for an Improved Neural Transducer	2020	Albert Zeyer André Merboldt Ralf Schlüter Hermann Ney	3
+ PDF Chat	A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition	2017	Albert Zeyer Patrick Doetsch Paul Voigtlaender Ralf Schlüter Hermann Ney	3
+ PDF Chat	Neural Machine Translation of Rare Words with Subword Units	2016	Rico Sennrich Barry Haddow Alexandra Birch	3
+ PDF Chat	SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition	2019	Daniel Park William Chan Yu Zhang Chung‐Cheng Chiu Barret Zoph Ekin D. Cubuk Quoc V. Le	3
+ PDF Chat	Context-Dependent Acoustic Modeling Without Explicit Phone Clustering	2020	Tina Raissi Eugen Beck Ralf Schlüter Hermann Ney	2
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	2
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	2
+ PDF Chat	Speech recognition with deep recurrent neural networks	2013	Alex Graves Abdelrahman Mohamed Geoffrey E. Hinton	2
+	RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition	2018	Albert Zeyer Tamer Alkhouli Hermann Ney	2
+ PDF Chat	Returnn: The RWTH extensible training framework for universal recurrent neural networks	2017	Patrick Doetsch Albert Zeyer Paul Voigtlaender Ilia Kulikov Ralf Schlüter Hermann Ney	2
+	Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard	2020	Zoltán Tüske George Saon Kartik Audhkhasi Brian Kingsbury	2
+ PDF Chat	Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss	2020	Qian Zhang Lu Han Haşim Sak Anshuman Tripathi Erik McDermott Stephen Koo Shankar Kumar	2
+	ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context	2020	Wei Han Zhengdong Zhang Yu Zhang Jiahui Yu Chung‐Cheng Chiu James Qin Anmol Gulati Ruoming Pang Yonghui Wu	2
+	Neural Machine Translation of Rare Words with Subword Units	2015	Rico Sennrich Barry Haddow Alexandra Birch	2
+	A study of latent monotonic attention variants	2021	Albert Zeyer Ralf Schlüter Hermann Ney	2
+	On Using Monolingual Corpora in Neural Machine Translation	2015	Çaǧlar Gülçehre Orhan Fırat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio	1
+ PDF Chat	Streaming End-to-end Speech Recognition for Mobile Devices	2019	Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw Raziel Álvarez Ding Zhao David Rybach Anjuli Kannan Yonghui Wu Ruoming Pang	1
+	Fast-Slow Recurrent Neural Networks	2017	Asier Mujika Florian Meier Angelika Steger	1
+	Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations.	2016	David Krueger Tegan Maharaj János Kramár Mohammad Pezeshki Nicolas Ballas Nan Rosemary Ke Anirudh Goyal Yoshua Bengio Aaron Courville Christopher Pal	1
+ PDF Chat	Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin	2018	Linhao Dong Shiyu Zhou Wei Chen Bo Xu	1
+ PDF Chat	Exploring architectures, data and units for streaming end-to-end speech recognition with RNN-transducer	2017	Kanishka Rao Haşim Sak Rohit Prabhavalkar	1
+	Hierarchical Multiscale Recurrent Neural Networks	2016	Jun‐Young Chung Sungjin Ahn Yoshua Bengio	1
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	1
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	1
+ PDF Chat	A Comparative Study on Transformer vs RNN in Speech Applications	2019	Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori Hirofumi Inaguma Ziyan Jiang Masao Someki Nelson Enrique Yalta Soplin Ryuichi Yamamoto Xiaofei Wang	1
+	Transformer-Transducer: End-to-End Speech Recognition with Self-Attention	2019	Ching-Feng Yeh Jay Mahadeokar Kaustubh Kalgaonkar Yongqiang Wang Duc Le Mahaveer Jain Kjell Schubert Christian Fuegen Michael L. Seltzer	1
+	RNN-T For Latency Controlled ASR With Improved Beam Search	2019	Mahaveer Jain Kjell Schubert Jay Mahadeokar Ching-Feng Yeh Kaustubh Kalgaonkar Anuroop Sriram Christian Fuegen Michael L. Seltzer	1
+ PDF Chat	Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models	2021	Mohammad Zeineldeen Aleksandr Glushko Wilfried Michel Albert Zeyer Ralf Schlüter Hermann Ney	1
+ PDF Chat	Improving RNN Transducer Modeling for End-to-End Speech Recognition	2019	Jinyu Li Rui Zhao Hu Hu Yifan Gong	1
+ PDF Chat	A Density Ratio Approach to Language Model Fusion in End-to-End Automatic Speech Recognition	2019	Erik McDermott Haşim Sak Ehsan Variani	1
+ PDF Chat	Recognizing Long-Form Speech Using Streaming End-to-End Models	2019	Arun Narayanan Rohit Prabhavalkar Chung‐Cheng Chiu David Rybach Tara N. Sainath Trevor Strohman	1
+ PDF Chat	A Comparison of End-to-End Models for Long-Form Speech Recognition	2019	Chung‐Cheng Chiu Wei Han Yu Zhang Ruoming Pang Sergey Kishchenko Patrick Nguyen Arun Narayanan Hank Liao Shuyuan Zhang Anjuli Kannan	1
+ PDF Chat	Exploring RNN-Transducer for Chinese speech recognition	2019	Senmao Wang Pan Zhou Wei Chen Jia Jia Lei Xie	1
+ PDF Chat	Exploring Pre-Training with Alignments for RNN Transducer Based End-to-End Speech Recognition	2020	Hu Hu Rui Zhao Jinyu Li Liang Lu Yifan Gong	1
+	An investigation of phone-based subword units for end-to-end speech recognition	2020	Weiran Wang Guangsen Wang Aadyot Bhatnagar Yingbo Zhou Caiming Xiong Richard Socher	1
+ PDF Chat	Improving Sequence-To-Sequence Speech Recognition Training with On-The-Fly Data Augmentation	2020	Thai‐Son Nguyen Sebastian Stüker Jan Niehues Alex Waibel	1
+ PDF Chat	Towards Fast and Accurate Streaming End-To-End ASR	2020	Bo Li Shuo-Yiin Chang Tara N. Sainath Ruoming Pang Yanzhang He Trevor Strohman Yonghui Wu	1
+ PDF Chat	An investigation of phone-based subword units for end-to-end speech recognition	2020	Weiran Wang Guangsen Wang Aadyot Bhatnagar Yingbo Zhou Caiming Xiong Richard Socher	1
+	A Structured Self-attentive Sentence Embedding	2017	Zhouhan Lin Minwei Feng Cícero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio	1
+ PDF Chat	Towards a Competitive End-to-End Speech Recognition for CHiME-6 Dinner Party Transcription	2020	Andrei Andrusenko Aleksandr Laptev Ivan Medennikov	1
+	Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard	2020	Zoltán Tüske George Saon Kartik Audhkhasi Brian Kingsbury	1
+	RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions	2020	Chung‐Cheng Chiu Arun Narayanan Wei Han Rohit Prabhavalkar Yu Zhang Navdeep Jaitly Ruoming Pang Tara N. Sainath Patrick Nguyen Liangliang Cao	1
+	Conformer: Convolution-augmented Transformer for Speech Recognition	2020	Anmol Gulati James Qin Chung‐Cheng Chiu Niki Parmar Yu Zhang Jiahui Yu Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu	1
+	Transformer-Transducer: End-to-End Speech Recognition with Self-Attention	2019	Ching-Feng Yeh Jay Mahadeokar Kaustubh Kalgaonkar Yongqiang Wang Manh Duc Le Mahaveer K. Jain Kjell Schubert Christian Fuegen Michael L. Seltzer	1
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	1
+ PDF Chat	ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context	2020	Wei Han Zhengdong Zhang Yu Zhang Jiahui Yu Chung‐Cheng Chiu James Qin Anmol Gulati Ruoming Pang Yonghui Wu	1