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Working as a Research Scientist
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Working as a Research Scientist
155 followers · 8 following

Achievements

Achievement: YOLOAchievement: Starstruckx3Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Starstruckx3Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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  • Pro

Organizations

@s3prl

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andi611/README.md

Hello 👋

My name is Andy T. Liu. I received my Ph.D. degree in the College of Electrical Engineering & Computer Science (EECS) from the National Taiwan University (NTU), Taipei, Taiwan, in 2024, supervised by Professor Hung-Yi Lee. I’m from the “Speech Processing and Machine Learning” laboratory at NTU, also working with Professor Lin-shan Lee.

I offer more than five years of dedicated experience in machine learning, self-supervised learning, foundation models, and generative models for speech and NLP.

My scholarly impact is affirmed by over 1,500 citations and an h-index of 12 on Google Scholar. The IEEE Signal Processing Society has identified one of my publications, “TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech”, as one of the top 25 downloaded articles from Sept. 2021 - Sept. 2022 for IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) on IEEE Xplore®.

My colleague Shu-wen (Leo) Yang and I founded the S3PRL Toolkit in 2019 – now celebrated with over 2,000 stars on GitHub – and have kept developing ever since. Our S3PRL Toolkit provides an easy-to-use interface to the research community, including self-supervised foundation models and downstream tasks.

  • 👯 I’m looking to: collaborate on more research projects!
  • 😄 Pronouns: He/Him
  • ⚡ Fun fact: I am also a qualified PADI Scuba diving instructor 🤿
  • 📫 Visit my website to see more:

andytliu.com

https://andi611.github.io/

Visitor Count

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  1. s3prl/s3prl s3prl/s3prl Public

    Self-Supervised Speech Pre-training and Representation Learning Toolkit

    Python 2.3k 485

  2. ZeroSpeech-TTS-without-T ZeroSpeech-TTS-without-T Public

    A Pytorch implementation for the ZeroSpeech 2019 challenge.

    Python 112 12

  3. Conditional-SeqGAN-Tensorflow Conditional-SeqGAN-Tensorflow Public

    Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow

    Python 48 16

  4. TTS-Tacotron-Pytorch TTS-Tacotron-Pytorch Public

    Pytorch implementation of Tacotron, a speech synthesis end-to-end generative TTS model.

    Python 29 10

  5. Apriori-and-Eclat-Frequent-Itemset-Mining Apriori-and-Eclat-Frequent-Itemset-Mining Public

    Implementation of the Apriori and Eclat algorithms, two of the best-known basic algorithms for mining frequent item sets in a set of transactions, implementation in Python.

    Python 47 19

  6. Hidden-Markov-Model-Digital-Signal-Processing Hidden-Markov-Model-Digital-Signal-Processing Public

    Discrete Hidden Markov Model (HMM) Implementation in C++

    C++ 26 13