Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer

Suyoun Kim, Yuan Shangguan, Jay Mahadeokar +4

Environmental Noise Embeddings for Robust Speech Recognition

Suyoun Kim, Bhiksha Raj, Ian Lane

Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric

Suyoun Kim, Duc Le, Weiyi Zheng +6

Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion

Duc Le, Mahaveer Jain, Gil Keren +9

Multimodal Transfer Deep Learning with Applications in Audio-Visual Recognition

Seungwhan Moon, Suyoun Kim, Haohan Wang

Augmenting text for spoken language understanding with Large Language Models

Roshan Sharma, Suyoun Kim, Daniel Lazar +7

Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models

Chun-Yi Kuan, Siwon Kim, Byeonggeun Kim +8

The paper proposes using audio-aware large language models to give fine‑grained feedback on text‑to‑audio generation, improving how well the generated audio follows multi‑event and…

Dialog-context aware end-to-end speech recognition

Suyoun Kim, Florian Metze

Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning

Suyoun Kim, Takaaki Hori, Shinji Watanabe

Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding

Suyoun Kim, Abhinav Arora, Duc Le +4

Acoustic-to-Word Models with Conversational Context Information

Suyoun Kim, Florian Metze

Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding

Suyoun Kim, Akshat Shrivastava, Duc Le +3

Deliberation Model for On-Device Spoken Language Understanding

Duc Le, Akshat Shrivastava, Paden Tomasello +4

Improving RNN Transducer Based ASR with Auxiliary Tasks

Chunxi Liu, Frank Zhang, Duc Le +3

Improved training for online end-to-end speech recognition systems

Suyoun Kim, Michael L. Seltzer, Jinyu Li +1

Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition

Suyoun Kim, Ian Lane

Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion

Suyoun Kim, Siddharth Dalmia, Florian Metze

PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding

Trang Le, Daniel Lazar, Suyoun Kim +6

Introducing Semantics into Speech Encoders

Derek Xu, Shuyan Dong, Changhan Wang +10

Towards Language-Universal End-to-End Speech Recognition

Suyoun Kim, Michael L. Seltzer

Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech

Wonjune Kang, Junteng Jia, Chunyang Wu +8

Cross-Attention End-to-End ASR for Two-Party Conversations

Suyoun Kim, Siddharth Dalmia, Florian Metze

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition

Suyoun Kim, Ke Li, Lucas Kabela +4