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个人简介
Hi! I am Sid [s-ih-d]. I am a final year PhD student at the Language Technologies Institute of School of Computer Science at Carnegie Mellon University. I am fortunate to be advised by Dr. Florian Metze (now at Facebook), Dr. Alan W Black and Dr. Shinji Watanabe.
Broadly, I'm interested in making sequence models amenable to resource constrained scenarios (both data and compute).
I aim to make it possible by exploiting the principles of compositionality in system building, like task-simplification, reusability, transferability, and data-pooling, into sequence models used for various speech and language tasks.
Previously, I worked at the MULTISPEECH team in INRIA, Nancy with Dr. Emmanuel Vincent and Dr. Irina Illina. I recieved my undergraduate degree in Computer Science from BITS, Pilani (Hyderabad Campus) in 2016.
Broadly, I'm interested in making sequence models amenable to resource constrained scenarios (both data and compute).
I aim to make it possible by exploiting the principles of compositionality in system building, like task-simplification, reusability, transferability, and data-pooling, into sequence models used for various speech and language tasks.
Previously, I worked at the MULTISPEECH team in INRIA, Nancy with Dr. Emmanuel Vincent and Dr. Irina Illina. I recieved my undergraduate degree in Computer Science from BITS, Pilani (Hyderabad Campus) in 2016.
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Rachit Bansal,Bidisha Samanta,Siddharth Dalmia,Nitish Gupta,Shikhar Vashishth,Sriram Ganapathy, Abhishek Bapna, Prateek Jain,Partha Talukdar
CoRR (2024)
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Frank Palma Gomez,Ramon Sanabria,Yun-hsuan Sung,Daniel Cer,Siddharth Dalmia,Gustavo Hernandez Abrego
arxiv(2024)
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17TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, EACL 2023pp.1623-1639, (2023)
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2023): 11526-11530
2022 IEEE Spoken Language Technology Workshop (SLT)pp.406-413, (2023)
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