Search Results for author: Tzu-Ting Yang

Found 6 papers, 0 papers with code

Building an Enhanced Autoregressive Document Retriever Leveraging Supervised Contrastive Learning

no code implementations ROCLING 2022 Yi-Cheng Wang, Tzu-Ting Yang, Hsin-Wei Wang, Yung-Chang Hsu, Berlin Chen

DSI dramatically simplifies the whole retrieval process by encoding all information about the document collection into the parameter space of a single Transformer model, on top of which DSI can in turn generate the relevant document identities (IDs) in an autoregressive manner in response to a user query.

Contrastive Learning Information Retrieval +1

An Effective Mixture-Of-Experts Approach For Code-Switching Speech Recognition Leveraging Encoder Disentanglement

no code implementations27 Feb 2024 Tzu-Ting Yang, Hsin-Wei Wang, Yi-Cheng Wang, Chi-Han Lin, Berlin Chen

With the massive developments of end-to-end (E2E) neural networks, recent years have witnessed unprecedented breakthroughs in automatic speech recognition (ASR).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Leveraging Language ID to Calculate Intermediate CTC Loss for Enhanced Code-Switching Speech Recognition

no code implementations15 Dec 2023 Tzu-Ting Yang, Hsin-Wei Wang, Berlin Chen

In recent years, end-to-end speech recognition has emerged as a technology that integrates the acoustic, pronunciation dictionary, and language model components of the traditional Automatic Speech Recognition model.

Automatic Speech Recognition Language Identification +3

Liquidity Constraints, Cash Windfalls, and Entrepreneurship: Evidence from Administrative Data on Lottery Winners

no code implementations29 Mar 2023 Hsuan-Hua Huang, Hsing-Wen Han, Kuang-Ta Lo, Tzu-Ting Yang

Using administrative data on Taiwanese lottery winners, this paper examines the effects of cash windfalls on entrepreneurship.

The Effect of Financial Resources on Fertility: Evidence from Administrative Data on Lottery Winners

no code implementations12 Dec 2022 Yung-Yu Tsai, Hsing-Wen Han, Kuang-Ta Lo, Tzu-Ting Yang

This paper utilizes wealth shocks from winning lottery prizes to examine the causal effect of financial resources on fertility.

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