Siddharth Dalmia

According to our database, Siddharth Dalmia authored at least 41 papers between 2015 and 2024.

Collaborative distances:

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

2024

Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?

Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sébastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu

CoRR, 2024

Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems.

Frank Palma Gomez, Ramon Sanabria, Yun-Hsuan Sung, Daniel Cer, Siddharth Dalmia, Gustavo Hernández Ábrego

CoRR, 2024

LLM Augmented LLMs: Expanding Capabilities through Composition.

Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta, Shikhar Vashishth, Sriram Ganapathy, Abhishek Bapna, Prateek Jain, Partha Talukdar

CoRR, 2024

LLM Augmented LLMs: Expanding Capabilities through Composition.

Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta, Sriram Ganapathy, Abhishek Bapna, Prateek Jain, Partha Talukdar

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multimodal Modeling for Spoken Language Identification.

Shikhar Bharadwaj, Min Ma, Shikhar Vashishth, Ankur Bapna, Sriram Ganapathy, Vera Axelrod, Siddharth Dalmia, Wei Han, Yu Zhang, Daan van Esch, Sandy Ritchie, Partha Talukdar, Jason Riesa

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

LegoNN: Building Modular Encoder-Decoder Models.

Siddharth Dalmia, Dmytro Okhonko, Mike Lewis, Sergey Edunov, Shinji Watanabe, Florian Metze, Luke Zettlemoyer, Abdelrahman Mohamed

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Multimodal Modeling For Spoken Language Identification.

Shikhar Bharadwaj, Min Ma, Shikhar Vashishth, Ankur Bapna, Sriram Ganapathy, Vera Axelrod, Siddharth Dalmia, Wei Han, Yu Zhang, Daan van Esch, Sandy Ritchie, Partha Talukdar, Jason Riesa

CoRR, 2023

Align, Write, Re-Order: Explainable End-to-End Speech Translation via Operation Sequence Generation.

Motoi Omachi, Brian Yan, Siddharth Dalmia, Yuya Fujita, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

CTC Alignments Improve Autoregressive Translation.

Brian Yan, Siddharth Dalmia, Yosuke Higuchi, Graham Neubig, Florian Metze, Alan W. Black, Shinji Watanabe

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit.

Brian Yan, Jiatong Shi, Yun Tang, Hirofumi Inaguma, Yifan Peng, Siddharth Dalmia, Peter Polak, Patrick Fernandes, Dan Berrebbi, Tomoki Hayashi, Xiaohui Zhang, Zhaoheng Ni, Moto Hira, Soumi Maiti, Juan Pino, Shinji Watanabe

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

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

FLEURS: FEW-Shot Learning Evaluation of Universal Representations of Speech.

Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

CMU's IWSLT 2022 Dialect Speech Translation System.

Brian Yan, Patrick Fernandes, Siddharth Dalmia, Jiatong Shi, Yifan Peng, Dan Berrebbi, Xinyi Wang, Graham Neubig, Shinji Watanabe

Proceedings of the 19th International Conference on Spoken Language Translation, 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 23rd Annual Conference of the International Speech Communication Association, 2022

Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding.

Yifan Peng, Siddharth Dalmia, Ian R. Lane, Shinji Watanabe

Proceedings of the International Conference on Machine Learning, 2022

Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization.

Brian Yan, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Siddharth Dalmia, Dan Berrebbi, Chao Weng, Shinji Watanabe, Dong Yu

Proceedings of the IEEE International Conference on Acoustics, 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

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

2021

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

Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

ESPnet-ST IWSLT 2021 Offline Speech Translation System.

Hirofumi Inaguma, Brian Yan, Siddharth Dalmia, Pengcheng Guo, Jiatong Shi, Kevin Duh, Shinji Watanabe

Proceedings of the 18th International Conference on Spoken Language Translation, 2021

Differentiable Allophone Graphs for Language-Universal Speech Recognition.

Brian Yan, Siddharth Dalmia, David R. Mortensen, Florian Metze, Shinji Watanabe

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

Transformer-Transducers for Code-Switched Speech Recognition.

Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff

Proceedings of the IEEE International Conference on Acoustics, 2021

NoiseQA: Challenge Set Evaluation for User-Centric Question Answering.

Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina, Florian Metze, Eduard H. Hovy, Alan W. Black

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates.

Hirofumi Inaguma, Siddharth Dalmia, Brian Yan, Shinji Watanabe

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Universal Phone Recognition with a Multilingual Allophone System.

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

On Long-Tailed Phenomena in Neural Machine Translation.

Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Towards Zero-Shot Learning for Automatic Phonemic Transcription.

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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

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

Siddharth Dalmia, Abdelrahman Mohamed, Mike Lewis, Florian Metze, Luke Zettlemoyer

CoRR, 2019

The ARIEL-CMU Systems for LoReHLT18.

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 S. Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard H. Hovy, Alan W. Black, Jaime G. Carbonell, Graham Horwood, Shabnam Tafreshi, Mona T. Diab, Efsun Sarioglu Kayi, Noura Farra, Kathleen R. McKeown

CoRR, 2019

SANTLR: Speech Annotation Toolkit for Low Resource Languages.

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

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Multilingual Speech Recognition with Corpus Relatedness Sampling.

Xinjian Li, Siddharth Dalmia, Alan W. Black, Florian Metze

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

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

Suyoun Kim, Siddharth Dalmia, Florian Metze

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Phoneme Level Language Models for Sequence Based Low Resource ASR.

Siddharth Dalmia, Xinjian Li, Alan W. Black, Florian Metze

Proceedings of the IEEE International Conference on Acoustics, 2019

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

Suyoun Kim, Siddharth Dalmia, Florian Metze

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Domain Robust Feature Extraction for Rapid Low Resource ASR Development.

Siddharth Dalmia, Xinjian Li, Florian Metze, Alan W. Black

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Epitran: Precision G2P for Many Languages.

David R. Mortensen, Siddharth Dalmia, Patrick Littell

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Sequence-Based Multi-Lingual Low Resource Speech Recognition.

Siddharth Dalmia, Ramon Sanabria, Florian Metze, Alan W. Black

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

A novel similarity measure: Voronoi audio similarity for genre classification.

Prafulla Kalapatapu, N. N. Tejas, Siddharth Dalmia, Prakhar Gupta, Bhaswant Inguva, Aruna Malapati

Int. J. Intell. Syst. Technol. Appl., 2017

An approach for self-training audio event detectors using web data.

Benjamin Elizalde, Ankit Shah, Siddharth Dalmia, Min Hun Lee, Rohan Badlani, Anurag Kumar, Bhiksha Raj, Ian R. Lane

Proceedings of the 25th European Signal Processing Conference, 2017

2015

Robust ASR using neural network based speech enhancement and feature simulation.

Sunit Sivasankaran, Aditya Arie Nugraha, Emmanuel Vincent, Juan Andres Morales-Cordovilla, Siddharth Dalmia, Irina Illina, Antoine Liutkus

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015