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Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks


May 02, 2021
Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe

* NAACL 2021. All code and models are released as part of the ESPnet toolkit: https://github.com/espnet/espnet 

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NoiseQA: Challenge Set Evaluation for User-Centric Question Answering


Feb 16, 2021
Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina, Florian Metze, Eduard Hovy, Alan W Black

* EACL 2021 

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Transformer-Transducers for Code-Switched Speech Recognition


Nov 30, 2020
Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff

* Submitted to ICASSP 2021 

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On Long-Tailed Phenomena in Neural Machine Translation


Oct 10, 2020
Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze

* Accepted to Findings of EMNLP 2020 

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Universal Phone Recognition with a Multilingual Allophone System


Feb 26, 2020
Xinjian Li, Siddharth Dalmia, Juncheng Li, Matthew Lee, Patrick Littell, Jiali Yao, Antonios Anastasopoulos, David R. Mortensen, Graham Neubig, Alan W Black, Florian Metze

* ICASSP 2020 

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Towards Zero-shot Learning for Automatic Phonemic Transcription


Feb 26, 2020
Xinjian Li, Siddharth Dalmia, David R. Mortensen, Juncheng Li, Alan W Black, Florian Metze

* AAAI 2020 

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Enforcing Encoder-Decoder Modularity in Sequence-to-Sequence Models


Nov 09, 2019
Siddharth Dalmia, Abdelrahman Mohamed, Mike Lewis, Florian Metze, Luke Zettlemoyer


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SANTLR: Speech Annotation Toolkit for Low Resource Languages


Aug 02, 2019
Xinjian Li, Zhong Zhou, Siddharth Dalmia, Alan W. Black, Florian Metze

* Interspeech 2019 (Show and Tell) 

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Multilingual Speech Recognition with Corpus Relatedness Sampling


Aug 02, 2019
Xinjian Li, Siddharth Dalmia, Alan W. Black, Florian Metze

* Interspeech 2019 

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Cross-Attention End-to-End ASR for Two-Party Conversations


Jul 24, 2019
Suyoun Kim, Siddharth Dalmia, Florian Metze

* Interspeech 2019 

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Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion


Jun 27, 2019
Suyoun Kim, Siddharth Dalmia, Florian Metze

* ACL 2019 

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The ARIEL-CMU Systems for LoReHLT18


Feb 24, 2019
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard Hovy, Alan W Black, Jaime Carbonell, Graham V. Horwood, Shabnam Tafreshi, Mona Diab, Efsun S. Kayi, Noura Farra, Kathleen McKeown


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Phoneme Level Language Models for Sequence Based Low Resource ASR


Feb 20, 2019
Siddharth Dalmia, Xinjian Li, Alan W Black, Florian Metze

* To appear in ICASSP 2019 

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Domain Robust Feature Extraction for Rapid Low Resource ASR Development


Sep 30, 2018
Siddharth Dalmia, Xinjian Li, Florian Metze, Alan W. Black

* To appear in SLT 2018 

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Sequence-based Multi-lingual Low Resource Speech Recognition


Mar 06, 2018
Siddharth Dalmia, Ramon Sanabria, Florian Metze, Alan W. Black

* 5 pages, 5 figures, to appear in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018) 

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An Approach for Self-Training Audio Event Detectors Using Web Data


Jun 27, 2017
Benjamin Elizalde, Ankit Shah, Siddharth Dalmia, Min Hun Lee, Rohan Badlani, Anurag Kumar, Bhiksha Raj, Ian Lane

* 5 pages 

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