wovepaper — the arXiv observatory

NewEvery arXiv paper, its researchers & institutions — mapped.

papers

Publications (17)

SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning

Tzu-hsun Feng, Annie Dong, Ching-Feng Yeh +11

CAAD: Contrastive Audio-Aware Distillation for Efficient Speech Language Models

Chun-Wei Chen, Tzu-Quan Lin, Ke-Han Lu +2

MelHuBERT: A simplified HuBERT on Mel spectrograms

Tzu-Quan Lin, Hung-yi Lee, Hao Tang

Property Neurons in Self-Supervised Speech Transformers

Tzu-Quan Lin, Guan-Ting Lin, Hung-yi Lee +1

AdaLTM: Adaptive Layer-wise Task Vector Merging for Categorical Speech Emotion Recognition with ASR Knowledge Integration

Chia-Yu Lee, Huang-Cheng Chou, Tzu-Quan Lin +4

Identifying Speaker Information in Feed-Forward Layers of Self-Supervised Speech Transformers

Tzu-Quan Lin, Hsi-Chun Cheng, Hung-yi Lee +1

DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment

Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu +25

On the social bias of speech self-supervised models

Yi-Cheng Lin, Tzu-Quan Lin, Hsi-Che Lin +2

An Exploration of Mamba for Speech Self-Supervised Models

Tzu-Quan Lin, Heng-Cheng Kuo, Tzu-Chieh Wei +5

Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language Models

Yi-Cheng Lin, Tzu-Quan Lin, Chih-Kai Yang +4

Building a Taiwanese Mandarin Spoken Language Model: A First Attempt

Chih-Kai Yang, Yu-Kuan Fu, Chen-An Li +18

Speech-FT: Merging Pre-trained And Fine-Tuned Speech Representation Models For Cross-Task Generalization

Tzu-Quan Lin, Wei-Ping Huang, Hao Tang +1

DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models

Tzu-Quan Lin, Hung-yi Lee, Hao Tang

Is Smaller Always Faster? Tradeoffs in Compressing Self-Supervised Speech Transformers

Tzu-Quan Lin, Tsung-Huan Yang, Chun-Yao Chang +4

Pseudo2Real: Task Arithmetic for Pseudo-Label Correction in Automatic Speech Recognition

Yi-Cheng Lin, Yu-Hsuan Li Liang, Hsuan Su +4

How Contrastive Decoding Enhances Large Audio Language Models?

Tzu-Quan Lin, Wei-Ping Huang, Yi-Cheng Lin +1

Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks

Chien-yu Huang, Wei-Chih Chen, Shu-wen Yang +77