Siddhant Arora

According to our database, Siddhant Arora authored at least 39 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different Languages.

Minsu Kim, Jee-weon Jung, Hyeongseop Rha, Soumi Maiti, Siddhant Arora, Xuankai Chang, Shinji Watanabe, Yong Man Ro

CoRR, 2024

OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer.

Yifan Peng, Jinchuan Tian, William Chen, Siddhant Arora, Brian Yan, Yui Sudo, Muhammad Shakeel, Kwanghee Choi, Jiatong Shi, Xuankai Chang, Jee-weon Jung, Shinji Watanabe

CoRR, 2024

2023

Phoneme-aware Encoding for Prefix-tree-based Contextual ASR.

Hayato Futami, Emiru Tsunoo, Yosuke Kashiwagi, Hiroaki Ogawa, Siddhant Arora, Shinji Watanabe

CoRR, 2023

UniverSLU: Universal Spoken Language Understanding for Diverse Classification and Sequence Generation Tasks with a Single Network.

Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe

CoRR, 2023

Semi-Autoregressive Streaming ASR With Label Context.

Siddhant Arora, George Saon, Shinji Watanabe, Brian Kingsbury

CoRR, 2023

Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech.

Chien-yu Huang, Ke-Han Lu, Shih-Heng Wang, Chi-Yuan Hsiao, Chun-Yi Kuan, Haibin Wu, Siddhant Arora, Kai-Wei Chang, Jiatong Shi, Yifan Peng, Roshan S. Sharma, Shinji Watanabe, Bhiksha Ramakrishnan, Shady Shehata, Hung-yi Lee

CoRR, 2023

Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation.

Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe

CoRR, 2023

Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition.

Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe

CoRR, 2023

Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding.

Siddhant Arora, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe

CoRR, 2023

BASS: Block-wise Adaptation for Speech Summarization.

Roshan S. Sharma, Kenneth Zheng, Siddhant Arora, Shinji Watanabe, Rita Singh, Bhiksha Raj

CoRR, 2023

A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks.

Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe

CoRR, 2023

CMU's IWSLT 2023 Simultaneous Speech Translation System.

Brian Yan, Jiatong Shi, Soumi Maiti, William Chen, Xinjian Li, Yifan Peng, Siddhant Arora, Shinji Watanabe

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

E-Branchformer-Based E2E SLU Toward Stop on-Device Challenge.

Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

Streaming Joint Speech Recognition and Disfluency Detection.

Hayato Futami, Emiru Tsunoo, Kentaro Shibata, Yosuke Kashiwagi, Takao Okuda, Siddhant Arora, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

The Pipeline System of ASR and NLU with MLM-based data Augmentation Toward Stop Low-Resource Challenge.

Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

A Study on the Integration of Pipeline and E2E SLU Systems for Spoken Semantic Parsing Toward Stop Quality Challenge.

Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History.

Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

Teaching Old DB Neu(ral) Tricks: Learning Embeddings on Multi-tabular Databases.

Garima Gaur, Rajat Singh, Siddhant Arora, Vinayak Gupta, Srikanta Bedathur

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

Espnet-Summ: Introducing a Novel Large Dataset, Toolkit, and a Cross-Corpora Evaluation of Speech Summarization Systems.

Roshan S. Sharma, William Chen, Takatomo Kano, Ruchira Sharma, Siddhant Arora, Shinji Watanabe, Atsunori Ogawa, Marc Delcroix, Rita Singh, Bhiksha Raj

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data.

Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-Weon Jung, Soumi Maiti, Shinji Watanabe

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks.

Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan S. Sharma, Wei-Lun Wu, Hung-yi Lee, Karen Livescu, Shinji Watanabe

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Creation and Analysis of an International Corpus of Privacy Laws.

Sonu Gupta, Ellen Poplavska, Nora O'Toole, Siddhant Arora, Thomas B. Norton, Norman M. Sadeh, Shomir Wilson

CoRR, 2022

A Study on the Integration of Pre-Trained SSL, ASR, LM and SLU Models for Spoken Language Understanding.

Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

A Tale of Two Regulatory Regimes: Creation and Analysis of a Bilingual Privacy Policy Corpus.

Siddhant Arora, Henry Hosseini, Christine Utz, Vinayshekhar Bannihatti Kumar, Tristan Dhellemmes, Abhilasha Ravichander, Peter Story, Jasmine Mangat, Rex Chen, Martin Degeling, Thomas B. Norton, Thomas Hupperich, Shomir Wilson, Norman M. Sadeh

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation.

Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora

Proceedings of the Interspeech 2022, 2022

Two-Pass Low Latency End-to-End Spoken Language Understanding.

Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe

Proceedings of the Interspeech 2022, 2022

ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet.

Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W. Black, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2022

BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model.

Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models.

Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations.

Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

BERT Meets Relational DB: Contextual Representations of Relational Databases.

Siddhant Arora, Vinayak Gupta, Garima Gaur, Srikanta Bedathur

CoRR, 2021

Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding.

Siddhant Arora, Alissa Ostapenko, Vijay Viswanathan, Siddharth Dalmia, Florian Metze, Shinji Watanabe, Alan W. Black

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

A Survey on Graph Neural Networks for Knowledge Graph Completion.

Siddhant Arora

CoRR, 2020

On Embeddings in Relational Databases.

Siddhant Arora, Srikanta Bedathur

CoRR, 2020

Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval.

Andrew Yates, Siddhant Arora, Xinyu Zhang, Wei Yang, Kevin Martin Jose, Jimmy Lin

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge.

Siddhant Arora, Srikanta Bedathur, Maya Ramanath, Deepak Sharma

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Understanding Community Rivalry on Social Media: A Case Study of Two Footballing Giants.

Sopan Khosla, Siddhant Arora, Abhilash Nandy, Ankita Saxena, Anandhavelu Natarajan

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

Investigating Retrieval Method Selection with Axiomatic Features.

Siddhant Arora, Andrew Yates

Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval co-located with the 41st European Conference on Information Retrieval (ECIR 2019), 2019

2018

A Naive Deep Nets Based Approach for Authenticating Viral Textual Content on Social Media.

Richa Sharma, Tejas Arya, Siddhant Arora, Arti Arya, Pooja Agarwal

Proceedings of the Intelligent Systems and Applications, 2018