Enhancing Low-Resource ASR through Versatile TTS: Bridging the Data Gap
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Guanrou, Yu, Fan, Ma, Ziyang, Du, Zhihao, Gao, Zhifu, Zhang, Shiliang, Chen, Xie |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CTC-Assisted LLM-Based Contextual ASR
by: Yang, Guanrou, et al.
Published: (2024)
by: Yang, Guanrou, et al.
Published: (2024)
MaLa-ASR: Multimedia-Assisted LLM-Based ASR
by: Yang, Guanrou, et al.
Published: (2024)
by: Yang, Guanrou, et al.
Published: (2024)
An Embarrassingly Simple Approach for LLM with Strong ASR Capacity
by: Ma, Ziyang, et al.
Published: (2024)
by: Ma, Ziyang, et al.
Published: (2024)
Explore the Reinforcement Learning for the LLM based ASR and TTS system
by: Gao, Changfeng, et al.
Published: (2025)
by: Gao, Changfeng, et al.
Published: (2025)
Differentiable Reward Optimization for LLM based TTS system
by: Gao, Changfeng, et al.
Published: (2025)
by: Gao, Changfeng, et al.
Published: (2025)
Enhancing the Robustness of Contextual ASR to Varying Biasing Information Volumes Through Purified Semantic Correlation Joint Modeling
by: Gu, Yue, et al.
Published: (2025)
by: Gu, Yue, et al.
Published: (2025)
An Exhaustive Evaluation of TTS- and VC-based Data Augmentation for ASR
by: Ogun, Sewade, et al.
Published: (2025)
by: Ogun, Sewade, et al.
Published: (2025)
EmoVoice: LLM-based Emotional Text-To-Speech Model with Freestyle Text Prompting
by: Yang, Guanrou, et al.
Published: (2025)
by: Yang, Guanrou, et al.
Published: (2025)
Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition
by: Ma, Ziyang, et al.
Published: (2023)
by: Ma, Ziyang, et al.
Published: (2023)
A Comparative Study of LLM-based ASR and Whisper in Low Resource and Code Switching Scenario
by: Song, Zheshu, et al.
Published: (2024)
by: Song, Zheshu, et al.
Published: (2024)
MELA-TTS: Joint transformer-diffusion model with representation alignment for speech synthesis
by: An, Keyu, et al.
Published: (2025)
by: An, Keyu, et al.
Published: (2025)
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement
by: Yang, Yifan, et al.
Published: (2024)
by: Yang, Yifan, et al.
Published: (2024)
Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data
by: Bandarupalli, Srihari, et al.
Published: (2025)
by: Bandarupalli, Srihari, et al.
Published: (2025)
A Self-Refining Framework for Enhancing ASR Using TTS-Synthesized Data
by: Chou, Cheng-Kang, et al.
Published: (2025)
by: Chou, Cheng-Kang, et al.
Published: (2025)
UltraVoice: Scaling Fine-Grained Style-Controlled Speech Conversations for Spoken Dialogue Models
by: Tu, Wenming, et al.
Published: (2025)
by: Tu, Wenming, et al.
Published: (2025)
TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers
by: Song, Yakun, et al.
Published: (2024)
by: Song, Yakun, et al.
Published: (2024)
Are Transformers in Pre-trained LM A Good ASR Encoder? An Empirical Study
by: An, Keyu, et al.
Published: (2024)
by: An, Keyu, et al.
Published: (2024)
ELAICHI: Enhancing Low-resource TTS by Addressing Infrequent and Low-frequency Character Bigrams
by: Anand, Srija, et al.
Published: (2024)
by: Anand, Srija, et al.
Published: (2024)
A2TTS: TTS for Low Resource Indian Languages
by: Bhadoriya, Ayush Singh, et al.
Published: (2025)
by: Bhadoriya, Ayush Singh, et al.
Published: (2025)
Paraformer-v2: An improved non-autoregressive transformer for noise-robust speech recognition
by: An, Keyu, et al.
Published: (2024)
by: An, Keyu, et al.
Published: (2024)
Hard-Synth: Synthesizing Diverse Hard Samples for ASR using Zero-Shot TTS and LLM
by: Yu, Jiawei, et al.
Published: (2024)
by: Yu, Jiawei, et al.
Published: (2024)
NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025
by: Peng, Yizhou, et al.
Published: (2025)
by: Peng, Yizhou, et al.
Published: (2025)
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
by: Song, Zheshu, et al.
Published: (2024)
by: Song, Zheshu, et al.
Published: (2024)
Loss Masking Is Not Needed in Decoder-only Transformer for Discrete-token-based ASR
by: Chen, Qian, et al.
Published: (2023)
by: Chen, Qian, et al.
Published: (2023)
Low-Resource Self-Supervised Learning with SSL-Enhanced TTS
by: Hsu, Po-chun, et al.
Published: (2023)
by: Hsu, Po-chun, et al.
Published: (2023)
A Practitioner's Guide to Building ASR Models for Low-Resource Languages: A Case Study on Scottish Gaelic
by: Klejch, Ondřej, et al.
Published: (2025)
by: Klejch, Ondřej, et al.
Published: (2025)
Empowering Low-Resource Language ASR via Large-Scale Pseudo Labeling
by: Bhogale, Kaushal Santosh, et al.
Published: (2024)
by: Bhogale, Kaushal Santosh, et al.
Published: (2024)
Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect
by: Mdhaffar, Salima, et al.
Published: (2024)
by: Mdhaffar, Salima, et al.
Published: (2024)
Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs
by: Yuhang, Yang, et al.
Published: (2024)
by: Yuhang, Yang, et al.
Published: (2024)
Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR
by: Cui, Mingyu, et al.
Published: (2024)
by: Cui, Mingyu, et al.
Published: (2024)
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios
by: Gong, Cheng, et al.
Published: (2024)
by: Gong, Cheng, et al.
Published: (2024)
Enhancing Out-of-Vocabulary Performance of Indian TTS Systems for Practical Applications through Low-Effort Data Strategies
by: Anand, Srija, et al.
Published: (2024)
by: Anand, Srija, et al.
Published: (2024)
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages
by: Cheng, Yao-Fei, et al.
Published: (2024)
by: Cheng, Yao-Fei, et al.
Published: (2024)
Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages
by: Liang, Siyu, et al.
Published: (2025)
by: Liang, Siyu, et al.
Published: (2025)
Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
by: Li, Chin-Jou, et al.
Published: (2025)
by: Li, Chin-Jou, et al.
Published: (2025)
TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch
by: Song, Xingchen, et al.
Published: (2024)
by: Song, Xingchen, et al.
Published: (2024)
Effects of Speaker Count, Duration, and Accent Diversity on Zero-Shot Accent Robustness in Low-Resource ASR
by: Yong, Zheng-Xin, et al.
Published: (2025)
by: Yong, Zheng-Xin, et al.
Published: (2025)
Robust ASR Error Correction with Conservative Data Filtering
by: Udagawa, Takuma, et al.
Published: (2024)
by: Udagawa, Takuma, et al.
Published: (2024)
Llama-VITS: Enhancing TTS Synthesis with Semantic Awareness
by: Feng, Xincan, et al.
Published: (2024)
by: Feng, Xincan, et al.
Published: (2024)
Similar Items
-
CTC-Assisted LLM-Based Contextual ASR
by: Yang, Guanrou, et al.
Published: (2024) -
MaLa-ASR: Multimedia-Assisted LLM-Based ASR
by: Yang, Guanrou, et al.
Published: (2024) -
An Embarrassingly Simple Approach for LLM with Strong ASR Capacity
by: Ma, Ziyang, et al.
Published: (2024) -
Explore the Reinforcement Learning for the LLM based ASR and TTS system
by: Gao, Changfeng, et al.
Published: (2025) -
Differentiable Reward Optimization for LLM based TTS system
by: Gao, Changfeng, et al.
Published: (2025)