← Search

Mingshuang Luo

3 accepted papers

2024

M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation

NeurIPS 2024poster

This paper presents M$^3$GPT, an advanced $\textbf{M}$ultimodal, $\textbf{M}$ultitask framework for $\textbf{M}$otion comprehension and generation. M$^3$GPT operates on three fundamental principles. The first focuses on creating a unified representation space for various motion-relevant modalities…

2023

Fast and Parallel Decoding for Transducer

ICASSP 2023accepted

The transducer architecture is becoming increasingly popular in the field of speech recognition, because it is naturally streaming as well as high in accuracy. One of the drawbacks of transducer is that it is difficult to decode in a fast and parallel way due to an unconstrained number of symbols th…

Cited by 0SourceScholar
2023

Predicting Multi-Codebook Vector Quantization Indexes for Knowledge Distillation

ICASSP 2023accepted

Knowledge distillation (KD) is a common approach to improve model performance in automatic speech recognition (ASR), where a student model is trained to imitate the output behaviour of a teacher model. However, traditional KD methods suffer from teacher label storage issue, especially when the train…

Cited by 0SourceScholar