Yi-Te (Ethan) Hsu Email & Phone Number

New York, NY, US

New York City Metropolitan Area

California, United States

California, United States

• Machine Translation
• Proposed a more efficient inference architecture by applying knowledge distillation, simpler architecture and pruning.
• Achieved up to 109% speedup and reduced the number of parameters by 25% while maintaining the same translation quality.

Taipei City, Taiwan

• Speech Modeling and Model optimization (smaller and faster models)
• Proposed a quantized neural network (EOFP-QNN) that achieves a 4x compression rate by quantizing floating-point weights.
• Developed IA-Net, which simultaneously compresses the model and accelerates the inference process by 1.2x.
• Integrated and optimized deep learning-based models (LSTM, FCN...) for speech enhancement and various signal processing tasks.
• Developed ML models and tools for disease detection and assistive speaking system by collaborating with the doctors in the hospital.

Toronto, Canada Area

AI for healthcare:* Unsupervised domain adaptation for pathological Voice detection* Transfer learning method to detect dementia

Ontario, Canada

Kinmen County, Taiwan

Taipei City, Taiwan

* ML techniques and statistic models for IoT data. * Deploy ML models to products

Master Of Science - Ms, Computer Science

Bachelor’S Degree, Electrical Engineering