Learning to Rewrite Prompts for Bootstrapping LLMs on Downstream Tasks
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Qinhao, Xiang, Xiang, He, Kun, Hopcroft, John E. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks
by: Chang, Kai-Wei, et al.
Published: (2024)
by: Chang, Kai-Wei, et al.
Published: (2024)
AG-LSEC: Audio Grounded Lexical Speaker Error Correction
by: Paturi, Rohit, et al.
Published: (2024)
by: Paturi, Rohit, et al.
Published: (2024)
Speakers Unembedded: Embedding-free Approach to Long-form Neural Diarization
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification
by: Anand, Nishit, et al.
Published: (2024)
by: Anand, Nishit, et al.
Published: (2024)
Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs
by: Fedorchenko, Artem, et al.
Published: (2025)
by: Fedorchenko, Artem, et al.
Published: (2025)
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting
by: Yang, Chao-Han Huck, et al.
Published: (2023)
by: Yang, Chao-Han Huck, et al.
Published: (2023)
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Scaling Rich Style-Prompted Text-to-Speech Datasets
by: Diwan, Anuj, et al.
Published: (2025)
by: Diwan, Anuj, et al.
Published: (2025)
TIMIT Speaker Profiling: A Comparison of Multi-task learning and Single-task learning Approaches
by: Wang, Rong, et al.
Published: (2024)
by: Wang, Rong, et al.
Published: (2024)
Combining X-Vectors and Bayesian Batch Active Learning: Two-Stage Active Learning Pipeline for Speech Recognition
by: Kundacina, Ognjen, et al.
Published: (2024)
by: Kundacina, Ognjen, et al.
Published: (2024)
TICL+: A Case Study On Speech In-Context Learning for Children's Speech Recognition
by: Zheng, Haolong, et al.
Published: (2025)
by: Zheng, Haolong, et al.
Published: (2025)
RALL-E: Robust Codec Language Modeling with Chain-of-Thought Prompting for Text-to-Speech Synthesis
by: Xin, Detai, et al.
Published: (2024)
by: Xin, Detai, et al.
Published: (2024)
TIPAA-SSL: Text Independent Phone-to-Audio Alignment based on Self-Supervised Learning and Knowledge Transfer
by: Tits, Noé, et al.
Published: (2024)
by: Tits, Noé, et al.
Published: (2024)
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks
by: Inoue, Nakamasa, et al.
Published: (2024)
by: Inoue, Nakamasa, et al.
Published: (2024)
Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition
by: Su, Hsuan, et al.
Published: (2024)
by: Su, Hsuan, et al.
Published: (2024)
TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment
by: Kim, Taesoo, et al.
Published: (2025)
by: Kim, Taesoo, et al.
Published: (2025)
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems
by: Mitsui, Kentaro, et al.
Published: (2024)
by: Mitsui, Kentaro, et al.
Published: (2024)
Latent Speech-Text Transformer
by: Lu, Yen-Ju, et al.
Published: (2025)
by: Lu, Yen-Ju, et al.
Published: (2025)
Evaluating the Effectiveness of Transformer Layers in Wav2Vec 2.0, XLS-R, and Whisper for Speaker Identification Tasks
by: Stuhlmann, Linus, et al.
Published: (2025)
by: Stuhlmann, Linus, et al.
Published: (2025)
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
by: Ju, Zeqian, et al.
Published: (2024)
by: Ju, Zeqian, et al.
Published: (2024)
MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization
by: Zhu, Haina, et al.
Published: (2025)
by: Zhu, Haina, et al.
Published: (2025)
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity
by: He, Mutian, et al.
Published: (2024)
by: He, Mutian, et al.
Published: (2024)
Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment
by: Choi, Kwanghee, et al.
Published: (2025)
by: Choi, Kwanghee, et al.
Published: (2025)
LASER: An LLM-based ASR Scoring and Evaluation Rubric
by: Parulekar, Amruta, et al.
Published: (2025)
by: Parulekar, Amruta, et al.
Published: (2025)
OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
by: Chen, William, et al.
Published: (2025)
by: Chen, William, et al.
Published: (2025)
Improving Acoustic Side-Channel Attacks on Keyboards Using Transformers and Large Language Models
by: Park, Jin Hyun, et al.
Published: (2025)
by: Park, Jin Hyun, et al.
Published: (2025)
Spoken DialogSum: An Emotion-Rich Conversational Dataset for Spoken Dialogue Summarization
by: Lu, Yen-Ju, et al.
Published: (2025)
by: Lu, Yen-Ju, et al.
Published: (2025)
The Speech-LLM Takes It All: A Truly Fully End-to-End Spoken Dialogue State Tracking Approach
by: Ghazal, Nizar El, et al.
Published: (2025)
by: Ghazal, Nizar El, et al.
Published: (2025)
Analyzing and Fine-Tuning Whisper Models for Multilingual Pilot Speech Transcription in the Cockpit
by: Nareddy, Kartheek Kumar Reddy, et al.
Published: (2025)
by: Nareddy, Kartheek Kumar Reddy, et al.
Published: (2025)
On the Difficulty of Token-Level Modeling of Dysfluency and Fluency Shaping Artifacts
by: Gulzar, Kashaf, et al.
Published: (2025)
by: Gulzar, Kashaf, et al.
Published: (2025)
Enhancing Aviation Communication Transcription: Fine-Tuning Distil-Whisper with LoRA
by: Mirzaei, Shokoufeh, et al.
Published: (2025)
by: Mirzaei, Shokoufeh, et al.
Published: (2025)
Mini-Omni-Reasoner: Token-Level Thinking-in-Speaking in Large Speech Models
by: Xie, Zhifei, et al.
Published: (2025)
by: Xie, Zhifei, et al.
Published: (2025)
AMPS: ASR with Multimodal Paraphrase Supervision
by: Gupta, Abhishek, et al.
Published: (2024)
by: Gupta, Abhishek, et al.
Published: (2024)
An Automated End-to-End Open-Source Software for High-Quality Text-to-Speech Dataset Generation
by: Gunduz, Ahmet, et al.
Published: (2024)
by: Gunduz, Ahmet, et al.
Published: (2024)
Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition
by: Hono, Yukiya, et al.
Published: (2023)
by: Hono, Yukiya, et al.
Published: (2023)
Effective internal language model training and fusion for factorized transducer model
by: Guo, Jinxi, et al.
Published: (2024)
by: Guo, Jinxi, et al.
Published: (2024)
Semantically Corrected Amharic Automatic Speech Recognition
by: Adnew, Samuael, et al.
Published: (2024)
by: Adnew, Samuael, et al.
Published: (2024)
Controllable Prosody Generation With Partial Inputs
by: Iliescu, Dan Andrei, et al.
Published: (2023)
by: Iliescu, Dan Andrei, et al.
Published: (2023)
Less Peaky and More Accurate CTC Forced Alignment by Label Priors
by: Huang, Ruizhe, et al.
Published: (2024)
by: Huang, Ruizhe, et al.
Published: (2024)
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR
by: Gupta, Abhishek, et al.
Published: (2024)
by: Gupta, Abhishek, et al.
Published: (2024)
Similar Items
-
SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks
by: Chang, Kai-Wei, et al.
Published: (2024) -
AG-LSEC: Audio Grounded Lexical Speaker Error Correction
by: Paturi, Rohit, et al.
Published: (2024) -
Speakers Unembedded: Embedding-free Approach to Long-form Neural Diarization
by: Li, Xiang, et al.
Published: (2024) -
TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification
by: Anand, Nishit, et al.
Published: (2024) -
Optimizing Estonian TV Subtitles with Semi-supervised Learning and LLMs
by: Fedorchenko, Artem, et al.
Published: (2025)