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09/14/2023
Zero-shot Audio Topic Reranking using Large Language Models
The Multimodal Video Search by Examples (MVSE) project investigates usin...
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07/13/2023
Adapting an ASR Foundation Model for Spoken Language Assessment
A crucial part of an accurate and reliable spoken language assessment sy...
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07/09/2023
Can Generative Large Language Models Perform ASR Error Correction?
ASR error correction continues to serve as an important part of post-pro...
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06/01/2023
Adapting an Unadaptable ASR System
As speech recognition model sizes and training data requirements grow, i...
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03/01/2023
N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space
Error correction models form an important part of Automatic Speech Recog...
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11/02/2022
Internal Language Model Estimation based Adaptive Language Model Fusion for Domain Adaptation
ASR model deployment environment is ever-changing, and the incoming spee...
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01/26/2022
Internal language model estimation through explicit context vector learning for attention-based encoder-decoder ASR
An end-to-end (E2E) speech recognition model implicitly learns a biased ...
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02/19/2021
AISPEECH-SJTU accent identification system for the Accented English Speech Recognition Challenge
This paper describes the AISpeech-SJTU system for the accent identificat...
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10/14/2020
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models
Recently, pre-trained language models like BERT have shown promising per...
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05/27/2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
One daunting problem for semantic parsing is the scarcity of annotation....
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03/22/2020