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Samridhi Choudhary
Samridhi Choudhary
Senior Applied Scientist at Amazon Alexa
Verified email at amazon.com
Title
Cited by
Cited by
Year
Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding
B Agrawal, M Müller, M Radfar, S Choudhary, A Mouchtaris, S Kunzmann
arXiv preprint arXiv:2011.09044, 2020
362020
End-to-end spoken language understanding for generalized voice assistants
M Saxon, S Choudhary, JP McKenna, A Mouchtaris
arXiv preprint arXiv:2106.09009, 2021
182021
Multilingual grapheme-to-phoneme conversion with byte representation
M Yu, HD Nguyen, A Sokolov, J Lepird, KM Sathyendra, S Choudhary, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
172020
Deep Neural Model Inspection and Comparison via Functional Neuron Pathways
J Fiacco, S Choudhary, CP Rosè
Association for Computational Linguistics, 5754--5764, 2019
162019
Semantic Complexity in End-to-End Spoken Language Understanding
JP McKenna*, S Choudhary*, M Saxon, GP Strimel, A Mouchtaris
Interspeech, 2020, 2020
122020
Extreme Model Compression for On-device Natural Language Understanding
KM Sathyendra, S Choudhary, L Nicolich-Henkin
COLING, 2020, 2020
102020
Factorization-aware training of transformers for natural language understanding on the edge
H Saghir, S Choudhary, S Eghbali, C Chung
82021
Using productive collaboration bursts to analyze open source collaboration effectiveness
S Choudhary, C Bogart, C Rose, J Herbsleb
2020 IEEE 27th International Conference on Software Analysis, Evolution and …, 2020
72020
Modeling Coordination and Productivity in Open-Source GitHub Projects
S Choudhary, C Bogart, CP Rosé, JD Herbsleb
72018
Advanced text and video analytics for proactive decision making
EK Bowman, M Turek, P Tunison, R Porter, S Thomas, V Gintautas, ...
Next-Generation Analyst V 10207, 181-200, 2017
62017
Building cmu magnus from user feedback
S Prabhumoye, F Botros, K Chandu, S Choudhary, E Keni, C Malaviya, ...
Alexa Prize Proceedings, 2017
62017
In pursuit of babel-multilingual end-to-end spoken language understanding
M Müller, S Choudhary, C Chung, A Mouchtaris, S Kunzmann
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021
52021
Linguistic markers of influence in informal interactions
S Prabhumoye*, S Choudhary*, E Spiliopoulou, C Bogart, CP Rose, ...
arXiv preprint arXiv:1707.04546, 2017
52017
Quantization-aware and tensor-compressed training of transformers for natural language understanding
Z Yang, S Choudhary, S Kunzmann, Z Zhang
arXiv preprint arXiv:2306.01076, 2023
32023
Pyramid dynamic inference: Encouraging faster inference via early exit boosting
E Banijamali, P Kharazmi, S Eghbali, J Wang, C Chung, S Choudhary
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Leveraging Multilingual Neural Language Models for On-Device Natural Language Understanding
H Tu, S Choudhary, H Saghir, R McGowan
12021
Distill-quantize-tune-Leveraging large teachers for low-footprint efficient multilingual NLU on edge
P Kharazmi, Z Zhao, C Chung, S Choudhary
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
Modeling productivity in open source github projects: A dataset and codebase
S Choudhary, C Bogart, CP Rosé, JD Herbsleb
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