Dhananjay Ram

According to our database, Dhananjay Ram authored at least 16 papers between 2014 and 2024.

Collaborative distances:

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

2024

HLAT: High-quality Large Language Model Pre-trained on AWS Trainium.

Haozheng Fan, Hao Zhou, Guangtai Huang, Parameswaran Raman, Xinwei Fu, Gaurav Gupta, Dhananjay Ram, Yida Wang, Jun Huan

CoRR, 2024

DEM: Distribution Edited Model for Training with Mixed Data Distributions.

Dhananjay Ram, Aditya Rawal, Momchil Hardalov, Nikolaos Pappas, Sheng Zha

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer.

Qingru Zhang, Dhananjay Ram, Cole Hawkins, Sheng Zha, Tuo Zhao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2020

Neural Network Based End-to-End Query by Example Spoken Term Detection.

Dhananjay Ram, Lesly Miculicich, Hervé Bourlard

IEEE ACM Trans. Audio Speech Lang. Process., 2020

2019

Multilingual Bottleneck Features for Query by Example Spoken Term Detection.

Dhananjay Ram, Lesly Miculicich, Hervé Bourlard

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Sparse Subspace Modeling for Query by Example Spoken Term Detection.

Dhananjay Ram, Afsaneh Asaei, Hervé Bourlard

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Phonetic subspace features for improved query by example spoken term detection.

Dhananjay Ram, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2018

Self-Attentive Residual Decoder for Neural Machine Translation.

Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram, Andrei Popescu-Belis

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

CNN Based Query by Example Spoken Term Detection.

Dhananjay Ram, Lesly Miculicich, Hervé Bourlard

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Phonological Posterior Hashing for Query by Example Spoken Term Detection.

Afsaneh Asaei, Dhananjay Ram, Hervé Bourlard

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Document-Level Neural Machine Translation with Hierarchical Attention Networks.

Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Global-Context Neural Machine Translation through Target-Side Attentive Residual Connections.

Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram, Andrei Popescu-Belis

CoRR, 2017

2016

A Bayesian Approach to Estimation of Speaker Normalization Parameters.

Dhananjay Ram, Debasis Kundu, Rajesh M. Hegde

CoRR, 2016

Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection.

Dhananjay Ram, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Sparse modeling of posterior exemplars for keyword detection.

Dhananjay Ram, Afsaneh Asaei, Pranay Dighe, Hervé Bourlard

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2014

A Bayesian approach to speaker normalization using vowel formant frequency.

Dhananjay Ram, Debasis Kundu, Rajesh M. Hegde

Proceedings of the Twentieth National Conference on Communications, 2014