A Naive Deep Nets Based Approach for Authenticating Viral Textual Content on Social Media. - Richa Sharma; Tejas Arya; Siddhant Arora; Arti Arya; Pooja Agarwal (IntelliSys (2), 2018)

Investigating Retrieval Method Selection with Axiomatic Features. - Siddhant Arora; Andrew Yates (AMIR@ECIR, 2019)

Understanding Community Rivalry on Social Media: A Case Study of Two Footballing Giants. - Sopan Khosla; Siddhant Arora; Abhilash Nandy; Ankita Saxena; Anandhavelu Natarajan (IUI Workshops, 2019)

IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge. - Siddhant Arora; Srikanta Bedathur; Maya Ramanath; Deepak Sharma (AKBC, 2020)

Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval. - Andrew Yates; Siddhant Arora; Xinyu Zhang 018; Wei Yang 017; Kevin Martin Jose; Jimmy Lin (WSDM, 2020)

On Embeddings in Relational Databases. - Siddhant Arora; Srikanta Bedathur (CoRR, 2020)

A Survey on Graph Neural Networks for Knowledge Graph Completion. - Siddhant Arora (CoRR, 2020)

Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding. - Siddhant Arora; Alissa Ostapenko; Vijay Viswanathan 002; Siddharth Dalmia; Florian Metze; Shinji Watanabe 001; Alan W. Black (Interspeech, 2021)

BERT Meets Relational DB: Contextual Representations of Relational Databases. - Siddhant Arora; Vinayak Gupta; Garima Gaur; Srikanta Bedathur (CoRR, 2021)

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 (AAAI, 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 001 (EMNLP (Findings), 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 001 (EMNLP (Findings), 2022)

ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet. - Siddhant Arora; Siddharth Dalmia; Pavel Denisov; Xuankai Chang; Yushi Ueda; Yifan Peng 003; Yuekai Zhang; Sujay Kumar; Karthik Ganesan 003; Brian Yan; Ngoc Thang Vu; Alan W. Black; et al. (ICASSP, 2022)

Two-Pass Low Latency End-to-End Spoken Language Understanding. - Siddhant Arora; Siddharth Dalmia; Xuankai Chang; Brian Yan; Alan W. Black; Shinji Watanabe 001 (INTERSPEECH, 2022)

Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation. - Keqi Deng; Shinji Watanabe 001; Jiatong Shi; Siddhant Arora (INTERSPEECH, 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; et al. (LREC, 2022)

A Study on the Integration of Pre-Trained SSL, ASR, LM and SLU Models for Spoken Language Understanding. - Yifan Peng 003; Siddhant Arora; Yosuke Higuchi; Yushi Ueda; Sujay Kumar; Karthik Ganesan 003; Siddharth Dalmia; Xuankai Chang; Shinji Watanabe 001 (SLT, 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)

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 001 (ACL (1), 2023)

Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data. - Yifan Peng 003; Jinchuan Tian; Brian Yan; Dan Berrebbi; Xuankai Chang; Xinjian Li; Jiatong Shi; Siddhant Arora; William Chen; Roshan S. Sharma; Wangyou Zhang; Yui Sudo; et al. (ASRU, 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 001; Atsunori Ogawa; Marc Delcroix; Rita Singh; Bhiksha Raj (ASRU, 2023)

Teaching Old DB Neu(ral) Tricks: Learning Embeddings on Multi-tabular Databases. - Garima Gaur; Rajat Singh; Siddhant Arora; Vinayak Gupta; Srikanta Bedathur (COMAD/CODS, 2023)

Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History. - Siddhant Arora; Hayato Futami; Emiru Tsunoo; Brian Yan; Shinji Watanabe 001 (ICASSP, 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 003; Yosuke Kashiwagi; Emiru Tsunoo; Brian Yan; Shinji Watanabe 001 (ICASSP, 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 003; Brian Yan; Emiru Tsunoo; Shinji Watanabe 001 (ICASSP, 2023)

Streaming Joint Speech Recognition and Disfluency Detection. - Hayato Futami; Emiru Tsunoo; Kentaro Shibata; Yosuke Kashiwagi; Takao Okuda; Siddhant Arora; Shinji Watanabe 001 (ICASSP, 2023)

E-Branchformer-Based E2E SLU Toward Stop on-Device Challenge. - Yosuke Kashiwagi; Siddhant Arora; Hayato Futami; Jessica Huynh; Shih-Lun Wu; Yifan Peng 003; Brian Yan; Emiru Tsunoo; Shinji Watanabe 001 (ICASSP, 2023)

BASS: Block-wise Adaptation for Speech Summarization. - Roshan Sharma 001; Siddhant Arora; Kenneth Zheng; Shinji Watanabe 001; Rita Singh; Bhiksha Raj (INTERSPEECH, 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 001 (INTERSPEECH, 2023)

Tensor decomposition for minimization of E2E SLU model toward on-device processing. - Yosuke Kashiwagi; Siddhant Arora; Hayato Futami; Jessica Huynh; Shih-Lun Wu; Yifan Peng 003; Brian Yan; Emiru Tsunoo; Shinji Watanabe 001 (INTERSPEECH, 2023)

A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. - Yifan Peng 003; Kwangyoun Kim; Felix Wu; Brian Yan; Siddhant Arora; William Chen; Jiyang Tang; Suwon Shon; Prashant Sridhar; Shinji Watanabe 001 (INTERSPEECH, 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 001 (INTERSPEECH, 2023)

CMU's IWSLT 2023 Simultaneous Speech Translation System. - Brian Yan; Jiatong Shi; Soumi Maiti; William Chen; Xinjian Li; Yifan Peng 003; Siddhant Arora; Shinji Watanabe 001 (IWSLT@ACL, 2023)

Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation. - Emiru Tsunoo; Hayato Futami; Yosuke Kashiwagi; Siddhant Arora; Shinji Watanabe 001 (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 003; Roshan S. Sharma; Yosuke Kashiwagi; Emiru Tsunoo; Shinji Watanabe 001 (CoRR, 2023)

On the Evaluation of Speech Foundation Models for Spoken Language Understanding. - Siddhant Arora; Ankita Pasad; Chung-Ming Chien; Jionghao Han; Roshan S. Sharma; Jee-weon Jung; Hira Dhamyal; William Chen; Suwon Shon; Hung-yi Lee; Karen Livescu; Shinji Watanabe 001 (ACL (Findings), 2024)

Creation and Analysis of an International Corpus of Privacy Laws. - Sonu Gupta; Geetika Gopi; Harish Balaji; Ellen Poplavska; Nora O'Toole; Siddhant Arora; Thomas B. Norton; Norman M. Sadeh; Shomir Wilson (LREC/COLING, 2024)

Semi-Autoregressive Streaming ASR with Label Context. - Siddhant Arora; George Saon; Shinji Watanabe 001; Brian Kingsbury (ICASSP, 2024)

Phoneme-Aware Encoding for Prefix-Tree-Based Contextual ASR. - Hayato Futami; Emiru Tsunoo; Yosuke Kashiwagi; Hiroaki Ogawa; Siddhant Arora; Shinji Watanabe 001 (ICASSP, 2024)

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 003; Roshan S. Sharma; Shinji Watanabe 001; et al. (ICASSP, 2024)

Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model. - Hayato Futami; Siddhant Arora; Yosuke Kashiwagi; Emiru Tsunoo; Shinji Watanabe 001 (INTERSPEECH, 2024)

To what extent can ASV systems naturally defend against spoofing attacks? - Jee-weon Jung; Xin Wang 037; Nicholas W. D. Evans; Shinji Watanabe 001; Hye-jin Shim; Hemlata Tak; Siddhant Arora; Junichi Yamagishi; Joon Son Chung (INTERSPEECH, 2024)

Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting. - Yosuke Kashiwagi; Hayato Futami; Emiru Tsunoo; Siddhant Arora; Shinji Watanabe 001 (INTERSPEECH, 2024)

OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer. - Yifan Peng 003; Jinchuan Tian; William Chen; Siddhant Arora; Brian Yan; Yui Sudo; Muhammad Shakeel 001; Kwanghee Choi; Jiatong Shi; Xuankai Chang; Jee-weon Jung; Shinji Watanabe 001 (INTERSPEECH, 2024)

Decoder-only Architecture for Streaming End-to-end Speech Recognition. - Emiru Tsunoo; Hayato Futami; Yosuke Kashiwagi; Siddhant Arora; Shinji Watanabe 001 (INTERSPEECH, 2024)

UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions. - Siddhant Arora; Hayato Futami; Jee-weon Jung; Yifan Peng 003; Roshan S. Sharma; Yosuke Kashiwagi; Emiru Tsunoo; Karen Livescu; Shinji Watanabe 001 (NAACL-HLT, 2024)

ESPnet-EZ: Python-Only ESPnet For Easy Fine-Tuning And Integration. - Masao Someki; Kwanghee Choi; Siddhant Arora; William Chen; Samuele Cornell; Jionghao Han; Yifan Peng 003; Jiatong Shi; Vaibhav Srivastav; Shinji Watanabe 001 (SLT, 2024)

TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different Languages. - Minsu Kim 001; Jee-weon Jung; Hyeongseop Rha; Soumi Maiti; Siddhant Arora; Xuankai Chang; Shinji Watanabe 001; Yong Man Ro (CoRR, 2024)

Task Arithmetic for Language Expansion in Speech Translation. - Yao-Fei Cheng; Hayato Futami; Yosuke Kashiwagi; Emiru Tsunoo; Wen Shen Teo; Siddhant Arora; Shinji Watanabe 001 (CoRR, 2024)

Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks. - Chien-yu Huang; Wei-Chih Chen; Shu-Wen Yang; Andy T. Liu; Chen-An Li; Yu-Xiang Lin; Wei-Cheng Tseng; Anuj Diwan; Yi-Jen Shih; Jiatong Shi; William Chen; Xuanjun Chen; et al. (CoRR, 2024)

VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music. - Jiatong Shi; Hye-jin Shim; Jinchuan Tian; Siddhant Arora; Haibin Wu; Darius Petermann; Jia Qi Yip; You Zhang; Yuxun Tang; Wangyou Zhang; Dareen Alharthi; Yichen Huang; et al. (CoRR, 2024)

Hypothesis Clustering and Merging: Novel MultiTalker Speech Recognition with Speaker Tokens. - Yosuke Kashiwagi; Hayato Futami; Emiru Tsunoo; Siddhant Arora; Shinji Watanabe 001 (ICASSP, 2025)

Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics. - Siddhant Arora; Zhiyun Lu; Chung-Cheng Chiu; Ruoming Pang; Shinji Watanabe 001 (ICLR, 2025)

Context-aware Dynamic Pruning for Speech Foundation Models. - Masao Someki; Yifan Peng 003; Siddhant Arora; Markus Müller; Athanasios Mouchtaris; Grant P. Strimel; Jing Liu; Shinji Watanabe 001 (ICLR, 2025)

ESPnet-SpeechLM: An Open Speech Language Model Toolkit. - Jinchuan Tian; Jiatong Shi; William Chen; Siddhant Arora; Yoshiki Masuyama; Takashi Maekaku; Yihan Wu; Junyi Peng; Shikhar Bharadwaj; Yiwen Zhao; Samuele Cornell; Yifan Peng 003; et al. (CoRR, 2025)

ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems. - Siddhant Arora; Yifan Peng 003; Jiatong Shi; Jinchuan Tian; William Chen; Shikhar Bharadwaj; Hayato Futami; Yosuke Kashiwagi; Emiru Tsunoo; Shuichiro Shimizu; Vaibhav Srivastav; Shinji Watanabe 001 (CoRR, 2025)

On The Landscape of Spoken Language Models: A Comprehensive Survey. - Siddhant Arora; Kai-Wei Chang; Chung-Ming Chien; Yifan Peng 003; Haibin Wu; Yossi Adi; Emmanuel Dupoux; Hung-Yi Lee; Karen Livescu; Shinji Watanabe 001 (CoRR, 2025)

BLAB: Brutally Long Audio Bench. - Orevaoghene Ahia; Martijn Bartelds; Kabir Ahuja; Hila Gonen; Valentin Hofmann; Siddhant Arora; Shuyue Stella Li; Vishal Puttagunta; Mofetoluwa Adeyemi; Charishma Buchireddy; Ben Walls; Noah Bennett; et al. (CoRR, 2025)

ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation. - Jiatong Shi; Yifan Cheng; Bo-Hao Su; Hye-jin Shim; Jinchuan Tian; Samuele Cornell; Yiwen Zhao; Siddhant Arora; Shinji Watanabe 001 (CoRR, 2025)

Chain-of-Thought Training for Open E2E Spoken Dialogue Systems. - Siddhant Arora; Jinchuan Tian; Hayato Futami; Jee-weon Jung; Jiatong Shi; Yosuke Kashiwagi; Emiru Tsunoo; Shinji Watanabe 001 (CoRR, 2025)

Scheduled Interleaved Speech-Text Training for Speech-to-Speech Translation with LLMs. - Hayato Futami; Emiru Tsunoo; Yosuke Kashiwagi; Yuki Ito; Hassan Shahmohammadi; Siddhant Arora; Shinji Watanabe 001 (CoRR, 2025)

OpusLM: A Family of Open Unified Speech Language Models. - Jinchuan Tian; William Chen; Yifan Peng 003; Jiatong Shi; Siddhant Arora; Shikhar Bharadwaj; Takashi Maekaku; Yusuke Shinohara; Keita Goto; Xiang Yue; Huck Yang; Shinji Watanabe 001 (CoRR, 2025)

AURA: Agent for Understanding, Reasoning, and Automated Tool Use in Voice-Driven Tasks. - Leander Melroy Maben; Gayathri Ganesh Lakshmy; Srijith Radhakrishnan; Siddhant Arora; Shinji Watanabe 001 (CoRR, 2025)

Enhanced urban driving scene segmentation using modified UNet with residual convolutions and attention guided skip connections. - Siddhant Arora; Ahaan Banerjee; Nitish Katal (Discov. Artif. Intell., 2025)