TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Tseng, Liang-Hsuan, Chen, Yi-Chang, Lee, Kuan-Yi, Shiu, Da-Shan, Lee, Hung-yi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TASTE-Streaming: Towards Streamable Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
by: Tseng, Liang-Hsuan, et al.
Published: (2026)
by: Tseng, Liang-Hsuan, et al.
Published: (2026)
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages
by: Huang, Kuan-Po, et al.
Published: (2023)
by: Huang, Kuan-Po, et al.
Published: (2023)
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Investigating the Effects of Large-Scale Pseudo-Stereo Data and Different Speech Foundation Model on Dialogue Generative Spoken Language Model
by: Fu, Yu-Kuan, et al.
Published: (2024)
by: Fu, Yu-Kuan, et al.
Published: (2024)
Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
by: Hsu, Ming-Hao, et al.
Published: (2024)
by: Hsu, Ming-Hao, et al.
Published: (2024)
Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection
by: Lin, Hsi-Che, et al.
Published: (2024)
by: Lin, Hsi-Che, et al.
Published: (2024)
On the Evaluation of Speech Foundation Models for Spoken Language Understanding
by: Arora, Siddhant, et al.
Published: (2024)
by: Arora, Siddhant, et al.
Published: (2024)
Building a Taiwanese Mandarin Spoken Language Model: A First Attempt
by: Yang, Chih-Kai, et al.
Published: (2024)
by: Yang, Chih-Kai, et al.
Published: (2024)
Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach
by: Lin, Yi-Cheng, et al.
Published: (2025)
by: Lin, Yi-Cheng, et al.
Published: (2025)
VIBE: Voice-Induced open-ended Bias Evaluation for Large Audio-Language Models via Real-World Speech
by: Lin, Yi-Cheng, et al.
Published: (2026)
by: Lin, Yi-Cheng, et al.
Published: (2026)
CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
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)
Leave No Knowledge Behind During Knowledge Distillation: Towards Practical and Effective Knowledge Distillation for Code-Switching ASR Using Realistic Data
by: Tseng, Liang-Hsuan, et al.
Published: (2024)
by: Tseng, Liang-Hsuan, et al.
Published: (2024)
AQAScore: Evaluating Semantic Alignment in Text-to-Audio Generation via Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
by: Tseng, Liang-Hsuan, et al.
Published: (2024)
by: Tseng, Liang-Hsuan, et al.
Published: (2024)
MI-Fuse: Label Fusion for Unsupervised Domain Adaptation with Closed-Source Large-Audio Language Model
by: Huang, Hsiao-Ying, et al.
Published: (2025)
by: Huang, Hsiao-Ying, et al.
Published: (2025)
AQUA-Bench: Beyond Finding Answers to Knowing When There Are None in Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image data
by: Wang, Hsuan-Fu, et al.
Published: (2024)
by: Wang, Hsuan-Fu, et al.
Published: (2024)
Do Prompts Really Prompt? Exploring the Prompt Understanding Capability of Whisper
by: Yang, Chih-Kai, et al.
Published: (2024)
by: Yang, Chih-Kai, et al.
Published: (2024)
On The Landscape of Spoken Language Models: A Comprehensive Survey
by: Arora, Siddhant, et al.
Published: (2025)
by: Arora, Siddhant, et al.
Published: (2025)
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering
by: Lin, Chyi-Jiunn, et al.
Published: (2024)
by: Lin, Chyi-Jiunn, et al.
Published: (2024)
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
by: Jung, Yeonjoon, et al.
Published: (2024)
by: Jung, Yeonjoon, et al.
Published: (2024)
SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information
by: Yang, Chih-Kai, et al.
Published: (2025)
by: Yang, Chih-Kai, et al.
Published: (2025)
How Contrastive Decoding Enhances Large Audio Language Models?
by: Lin, Tzu-Quan, et al.
Published: (2026)
by: Lin, Tzu-Quan, et al.
Published: (2026)
Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI
by: Lin, Yi-Cheng, et al.
Published: (2026)
by: Lin, Yi-Cheng, et al.
Published: (2026)
Parallel Synthesis for Autoregressive Speech Generation
by: Hsu, Po-chun, et al.
Published: (2022)
by: Hsu, Po-chun, et al.
Published: (2022)
Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
Identifying Speaker Information in Feed-Forward Layers of Self-Supervised Speech Transformers
by: Lin, Tzu-Quan, et al.
Published: (2025)
by: Lin, Tzu-Quan, et al.
Published: (2025)
Spoken Stereoset: On Evaluating Social Bias Toward Speaker in Speech Large Language Models
by: Lin, Yi-Cheng, et al.
Published: (2024)
by: Lin, Yi-Cheng, et al.
Published: (2024)
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition
by: Yen, Hao, et al.
Published: (2024)
by: Yen, Hao, et al.
Published: (2024)
ALAS: Measuring Latent Speech-Text Alignment For Spoken Language Understanding In Multimodal LLMs
by: Mousavi, Pooneh, et al.
Published: (2025)
by: Mousavi, Pooneh, et al.
Published: (2025)
DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models
by: Chang, Heng-Jui, et al.
Published: (2024)
by: Chang, Heng-Jui, et al.
Published: (2024)
Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech
by: Lin, Guan-Ting, et al.
Published: (2024)
by: Lin, Guan-Ting, et al.
Published: (2024)
Continuous Speech Tokenizer in Text To Speech
by: Li, Yixing, et al.
Published: (2024)
by: Li, Yixing, et al.
Published: (2024)
AudioLens: A Closer Look at Auditory Attribute Perception of Large Audio-Language Models
by: Yang, Chih-Kai, et al.
Published: (2025)
by: Yang, Chih-Kai, et al.
Published: (2025)
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding
by: Shon, Suwon, et al.
Published: (2024)
by: Shon, Suwon, et al.
Published: (2024)
ASPIRin: Action Space Projection for Interactivity-Optimized Reinforcement Learning in Full-Duplex Speech Language Models
by: Hsiao, Chi-Yuan, et al.
Published: (2026)
by: Hsiao, Chi-Yuan, et al.
Published: (2026)
Similar Items
-
TASTE-Streaming: Towards Streamable Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
by: Tseng, Liang-Hsuan, et al.
Published: (2026) -
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages
by: Huang, Kuan-Po, et al.
Published: (2023) -
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
by: Kuan, Chun-Yi, et al.
Published: (2024) -
Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples
by: Kuan, Chun-Yi, et al.
Published: (2025) -
Investigating the Effects of Large-Scale Pseudo-Stereo Data and Different Speech Foundation Model on Dialogue Generative Spoken Language Model
by: Fu, Yu-Kuan, et al.
Published: (2024)