Adapting Long Context NLM for ASR Rescoring in Conversational Agents

Adapting Long Context NLM for ASR Rescoring in Conversational Agents

21 April 2021

Katrin Kirchhoff

Papers citing "Adapting Long Context NLM for ASR Rescoring in Conversational Agents"

14 / 14 papers shown

Title
Enhancing Dialogue Speech Recognition with Robust Contextual Awareness via Noise Representation Learning Wonjun Lee San Kim Gary Geunbae Lee 41 0 0 12 Aug 2024
Lumos : Empowering Multimodal LLMs with Scene Text Recognition Ashish Shenoy Yichao Lu Srihari Jayakumar Debojeet Chatterjee Mohsen Moslehpour ... Shicong Zhao Longfang Zhao Ankit Ramchandani Xin Luna Dong Anuj Kumar MLLM 35 2 0 12 Feb 2024
Prompting Large Language Models for Zero-Shot Domain Adaptation in Speech Recognition Yuang Li Yu-Huan Wu Jinyu Li Shujie Liu 22 41 0 28 Jun 2023
Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition Xuandi Fu Kanthashree Mysore Sathyendra Ankur Gandhe Jing Liu Grant P. Strimel Ross McGowan Athanasios Mouchtaris 25 14 0 09 May 2023
Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based ASR with Internal Language Model Estimation Nilaksh Das Monica Sunkara S. Bodapati Jason (Jinglun) Cai Devang Kulshreshtha Jeffrey J. Farris Katrin Kirchhoff 28 2 0 05 May 2023
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting Saket Dingliwal Monica Sunkara S. Bodapati S. Ronanki Jeffrey J. Farris Katrin Kirchhoff 30 0 0 18 Oct 2022
Prompt Tuning GPT-2 language model for parameter-efficient domain adaptation of ASR systems Saket Dingliwal Ashish Shenoy S. Bodapati Ankur Gandhe R. Gadde Katrin Kirchhoff VLM 25 4 0 16 Dec 2021
Effective Cross-Utterance Language Modeling for Conversational Speech Recognition Bi-Cheng Yan Hsin-Wei Wang Shih-Hsuan Chiu Hsuan-Sheng Chiu Berlin Chen 21 1 0 05 Nov 2021
Prompt-tuning in ASR systems for efficient domain-adaptation Saket Dingliwal Ashish Shenoy S. Bodapati Ankur Gandhe R. Gadde Katrin Kirchhoff 19 3 0 13 Oct 2021
Remember the context! ASR slot error correction through memorization Dhanush Bekal Ashish Shenoy Monica Sunkara S. Bodapati Katrin Kirchhoff KELM 23 12 0 10 Sep 2021
Towards Continual Entity Learning in Language Models for Conversational Agents R. Gadde I. Bulyko KELM 14 1 0 30 Jul 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling Ashish Shenoy S. Bodapati Katrin Kirchhoff 12 15 0 15 Jun 2021
Cross-utterance Reranking Models with BERT and Graph Convolutional Networks for Conversational Speech Recognition Shih-Hsuan Chiu Tien-Hong Lo Fu-An Chao Berlin Chen BDL 33 10 0 13 Jun 2021
Transformer Language Models with LSTM-based Cross-utterance Information Representation G. Sun C. Zhang P. Woodland 76 32 0 12 Feb 2021