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20222026
most citedLayer-wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition

23 citations · 59 across the 12 of their papers we have counts for

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9 papers · 1 filter

cs.SD2026

Luna-TTS Family Technical Report

Feng Yin, Shuai Shi, Junjie Zheng +19

Modern text-to-speech (TTS) is dominated by autoregressive (AR) codec language models, whose left-to-right decoding brings latency that grows with utterance length, error accumulat…

cs.SD2026

Bagpiper-Edit: Zero-Shot Open-Ended Audio Editing via Rich-Caption

Xun Gong, Jinchuan Tian, Haoran Wang +3

Current text-guided audio editing methods rely on paired training data, predefined operation templates, and separate processing pipelines across speech, music, and sound. We presen…

cs.SD2026

UrgentMOS: Unified Multi-Metric and Preference Learning for Robust Speech Quality Assessment

Wei Wang, Wangyou Zhang, Chenda Li +12

Automatic speech quality assessment has become increasingly important as modern speech generation systems continue to advance, while human listening tests remain costly, time-consu…

cs.SD2025

BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM

Xun Gong, Anqi Lv, Zhiming Wang +2

While speech large language models (SpeechLLMs) have advanced standard automatic speech recognition (ASR), contextual biasing for named entities and rare words remains challenging,…

cs.SD2024★ 8 cited

Advanced Long-Content Speech Recognition With Factorized Neural Transducer

Xun Gong, Yu Wu, Jinyu Li +4

In this paper, we propose two novel approaches, which integrate long-content information into the factorized neural transducer (FNT) based architecture in both non-streaming (refer…

cs.SD2023★ 3 cited

DQ-Whisper: Joint Distillation and Quantization for Efficient Multilingual Speech Recognition

Hang Shao, Bei Liu, Wei Wang +2

As a popular multilingual and multitask pre-trained speech model, Whisper has the problem of curse of multilinguality. To enhance multilingual capabilities in small Whisper models,…

cs.SD2022

LongFNT: Long-form Speech Recognition with Factorized Neural Transducer

Xun Gong, Yu Wu, Jinyu Li +4

Traditional automatic speech recognition~(ASR) systems usually focus on individual utterances, without considering long-form speech with useful historical information, which is mor…

cs.SD2022

Knowledge Transfer and Distillation from Autoregressive to Non-Autoregressive Speech Recognition

Xun Gong, Zhikai Zhou, Yanmin Qian

Modern non-autoregressive~(NAR) speech recognition systems aim to accelerate the inference speed; however, they suffer from performance degradation compared with autoregressive~(AR…

cs.SD2022★ 23 cited

Layer-wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition

Xun Gong, Yizhou Lu, Zhikai Zhou +1

Accent variability has posed a huge challenge to automatic speech recognition~(ASR) modeling. Although one-hot accent vector based adaptation systems are commonly used, they requir…