Gandhe, Ankur
- Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue
2023/12/23 by Guan-Ting Lin, Lin, Guan-Ting, Prashanth Gurunath Shivakumar +15 · 14 citations
Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
- Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback
2024/11/04 by Guan-Ting Lin, Prashanth Gurunath Shivakumar, Lin, Guan-Ting +11 · 11 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Personalization Strategies for End-to-End Speech Recognition Systems
2021/02/15 by Gourav, Aditya, Liu, Linda, Gandhe, Ankur +9 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition
2023/05/09 by Fu, Xuandi, Sathyendra, Kanthashree Mysore, Gandhe, Ankur +4 · 2 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding
2017/11/01 by Kumar, Anjishnu, Gupta, Arpit, Chan, Julian +9 · 1 citation
#68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Software Engineering (cs.SE)
- Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks
2024/01/05 by Kevin Everson, Yile Gu, Everson, Kevin +23 · 2 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
- Audio-attention discriminative language model for ASR rescoring
2019/12/06 by Gandhe, Ankur, Rastrow, Ariya · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Lattention: Lattice-attention in ASR rescoring
2021/11/19 by Pandey, Prabhat, Torres, Sergio Duarte, Bayer, Ali Orkan +2 · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.7 #Sound (cs.SD) #electronic engineering #information engineering
- Speech Recognition Rescoring with Large Speech-Text Foundation Models
2024/09/25 by Prashanth Gurunath Shivakumar, Jari Kolehmainen, Shivakumar, Prashanth Gurunath +11 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder
2022/02/12 by Bolaji Yusuf, Ankur Gandhe, Yusuf, Bolaji +3 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
- Personalization for BERT-based Discriminative Speech Recognition Rescoring
2023/07/13 by Kolehmainen, Jari, Gu, Yile, Gourav, Aditya +4 · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
- Discriminative Speech Recognition Rescoring with Pre-trained Language Models
2023/10/10 by Shivakumar, Prashanth Gurunath, Kolehmainen, Jari, Gu, Yile +3 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering