Dhananjaya Gowda

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 43

Top Topics

Transfer Learning

Speech Recognition

Native Language

Linear Prediction

Top Venues

Publications

Abhinav Garg, Jiyeon Kim, Sushil Khyalia, Chanwoo Kim, Dhananjaya Gowda
Data-driven grapheme-to-phoneme representations for a lexicon-free text-to-speech. CoRR (2024)
Abhinav Garg, Jiyeon Kim, Sushil Khyalia, Chanwoo Kim, Dhananjaya Gowda
Data Driven Grapheme-to-Phoneme Representations for a Lexicon-Free Text-to-Speech. ICASSP (2024)
Dhananjaya Gowda, Sudarsana Reddy Kadiri, Brad H. Story, Paavo Alku
Time-Varying Quasi-Closed-Phase Analysis for Accurate Formant Tracking in Speech Signals. CoRR (2023)
Eunseop Yoon, Hee Suk Yoon, Dhananjaya Gowda, SooHwan Eom, Daehyeok Kim, John B. Harvill, Heting Gao, Mark Hasegawa-Johnson, Chanwoo Kim, Chang D. Yoo
Mitigating the Exposure Bias in Sentence-Level Grapheme-to-Phoneme (G2P) Transduction. INTERSPEECH (2023)
Othman Istaiteh, Yasmeen Kussad, Yahya Daqour, Maria Habib, Mohammad Habash, Dhananjaya Gowda
A Transformer-Based E2E SLU Model for Improved Semantic Parsing. ICASSP (2023)
Nagaraj Adiga, Jinhwan Park, Chintigari Shiva Kumar, Shatrughan Singh, Kyungmin Lee, Chanwoo Kim, Dhananjaya Gowda
On the compression of shallow non-causal ASR models using knowledge distillation and tied-and-reduced decoder for low-latency on-device speech recognition. CoRR (2023)
Mehul Kumar, Jiyeon Kim, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
Self-Supervised Accent Learning for Under-Resourced Accents Using Native Language Data. ICASSP (2023)
Paavo Alku, Sudarsana Reddy Kadiri, Dhananjaya Gowda
Refining a deep learning-based formant tracker using linear prediction methods. Comput. Speech Lang. 81 (2023)
Paavo Alku, Sudarsana Reddy Kadiri, Dhananjaya Gowda
Refining a Deep Learning-based Formant Tracker using Linear Prediction Methods. CoRR (2023)
Eunseop Yoon, Hee Suk Yoon, Dhananjaya Gowda, SooHwan Eom, Daehyeok Kim, John B. Harvill, Heting Gao, Mark Hasegawa-Johnson, Chanwoo Kim, Chang D. Yoo
Mitigating the Exposure Bias in Sentence-Level Grapheme-to-Phoneme (G2P) Transduction. CoRR (2023)
Jash Rathod, Nauman Dawalatabad, Shatrughan Singh, Dhananjaya Gowda
Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition. CoRR (2022)
Dhananjaya Gowda, Bajibabu Bollepalli, Sudarsana Reddy Kadiri, Paavo Alku
Formant Tracking Using Quasi-Closed Phase Forward-Backward Linear Prediction Analysis and Deep Neural Networks. CoRR (2022)
Seongkyu Mun, Dhananjaya Gowda, Jihwan Lee, Changwoo Han, Dokyun Lee, Chanwoo Kim
Prototypical speaker-interference loss for target voice separation using non-parallel audio samples. INTERSPEECH (2022)
Nauman Dawalatabad, Tushar Vatsal, Ashutosh Gupta, Sungsoo Kim, Shatrughan Singh, Dhananjaya Gowda, Chanwoo Kim
Two-Pass End-to-End ASR Model Compression. CoRR (2022)
Jash Rathod, Nauman Dawalatabad, Shatrughan Singh, Dhananjaya Gowda
Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition. INTERSPEECH (2022)
Dhananjaya Gowda, Abhinav Garg, Jiyeon Kim, Mehul Kumar, Sachin Singh, Ashutosh Gupta, Ankur Kumar, Nauman Dawalatabad, Aman Maghan, Shatrughan Singh, Chanwoo Kim
HiTNet: Byte-to-BPE Hierarchical Transcription Network for End-to-End Speech Recognition. ASRU (2021)
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
A comparison of streaming models and data augmentation methods for robust speech recognition. CoRR (2021)
Ashutosh Gupta, Aditya Jayasimha, Aman Maghan, Shatrughan Singh, Dhananjaya Gowda, Chanwoo Kim
Voice to Action: Spoken Language Understanding for Memory-Constrained Systems. ASRU (2021)
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
A Comparison of Streaming Models and Data Augmentation Methods for Robust Speech Recognition. ASRU (2021)
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
Semi-Supervised Transfer Learning for Language Expansion of End-to-End Speech Recognition Models to Low-Resource Languages. ASRU (2021)
Sachin Singh, Ashutosh Gupta, Aman Maghan, Dhananjaya Gowda, Shatrughan Singh, Chanwoo Kim
Comparative Study of Different Tokenization Strategies for Streaming End-to-End ASR. ASRU (2021)
Nauman Dawalatabad, Tushar Vatsal, Ashutosh Gupta, Sungsoo Kim, Shatrughan Singh, Dhananjaya Gowda, Chanwoo Kim
Two-Pass End-to-End ASR Model Compression. ASRU (2021)
Chanwoo Kim, Abhinav Garg, Dhananjaya Gowda, Seongkyu Mun, Changwoo Han
Streaming end-to-end speech recognition with jointly trained neural feature enhancement. CoRR (2021)
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages. CoRR (2021)
Chanwoo Kim, Abhinav Garg, Dhananjaya Gowda, Seongkyu Mun, Changwoo Han
Streaming End-to-End Speech Recognition with Jointly Trained Neural Feature Enhancement. ICASSP (2021)
Ashutosh Gupta, Ankur Kumar, Dhananjaya Gowda, Kwangyoun Kim, Sachin Singh, Shatrughan Singh, Chanwoo Kim
Neural Utterance Confidence Measure for RNN-Transducers and Two Pass Models. ICASSP (2021)
Jinfang Wang, Ke Lv, Chang Liu, Xinli Nie, Dhananjaya Gowda, Shuxin Luan
Automatic Assessment for Severe Self-Reported Depressive Symptoms Using Speech Cues. IEEE Trans. Cogn. Dev. Syst. 13 (4) (2021)
Kwangyoun Kim, Kyungmin Lee, Dhananjaya Gowda, Junmo Park, Sungsoo Kim, Sichen Jin, Young-Yoon Lee, Jinsu Yeo, Daehyun Kim, Seokyeong Jung, Jungin Lee, Myoungji Han, Chanwoo Kim
Attention based on-device streaming speech recognition with large speech corpus. CoRR (2020)
Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Hejung Yang, Abhinav Garg, Sachin Singh, Jiyeon Kim, Mehul Kumar, Sichen Jin, Shatrughan Singh, Chanwoo Kim
Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition. INTERSPEECH (2020)
Ankur Kumar, Sachin Singh, Dhananjaya Gowda, Abhinav Garg, Shatrughan Singh, Chanwoo Kim
Utterance Confidence Measure for End-to-End Speech Recognition with Applications to Distributed Speech Recognition Scenarios. INTERSPEECH (2020)
Chanwoo Kim, Dhananjaya Gowda, Dongsoo Lee, Jiyeon Kim, Ankur Kumar, Sungsoo Kim, Abhinav Garg, Changwoo Han
A review of on-device fully neural end-to-end automatic speech recognition algorithms. CoRR (2020)
Abhinav Garg, Ashutosh Gupta, Dhananjaya Gowda, Shatrughan Singh, Chanwoo Kim
Hierarchical Multi-Stage Word-to-Grapheme Named Entity Corrector for Automatic Speech Recognition. INTERSPEECH (2020)
Abhinav Garg, Gowtham P. Vadisetti, Dhananjaya Gowda, Sichen Jin, Aditya Jayasimha, Youngho Han, Jiyeon Kim, Junmo Park, Kwangyoun Kim, Sooyeon Kim, Young-Yoon Lee, Kyungbo Min, Chanwoo Kim
Streaming On-Device End-to-End ASR System for Privacy-Sensitive Voice-Typing. INTERSPEECH (2020)
Chanwoo Kim, Dhananjaya Gowda, Dongsoo Lee, Jiyeon Kim, Ankur Kumar, Sungsoo Kim, Abhinav Garg, Changwoo Han
A Review of On-Device Fully Neural End-to-End Automatic Speech Recognition Algorithms. ACSSC (2020)
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models. CoRR (2019)
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Improved Multi-Stage Training of Online Attention-Based Encoder-Decoder Models. ASRU (2019)
Chanwoo Kim, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda
end-to-end training of a large vocabulary end-to-end speech recognition system. CoRR (2019)
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition. CoRR (2019)
Chanwoo Kim, Minkyu Shin, Abhinav Garg, Dhananjaya Gowda
Improved Vocal Tract Length Perturbation for a State-of-the-Art End-to-End Speech Recognition System. INTERSPEECH (2019)
Dhananjaya Gowda, Abhinav Garg, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition. INTERSPEECH (2019)
Chanwoo Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim
End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System. ASRU (2019)
Kwangyoun Kim, Seokyeong Jung, Jungin Lee, Myoungji Han, Chanwoo Kim, Kyungmin Lee, Dhananjaya Gowda, Junmo Park, Sungsoo Kim, Sichen Jin, Young-Yoon Lee, Jinsu Yeo, Daehyun Kim
Attention Based On-Device Streaming Speech Recognition with Large Speech Corpus. ASRU (2019)
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition. ASRU (2019)