• (1) Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition

arxiv, code, video

Authors: Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Pin-Yu Chen, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee

Keywords: Acoustic Modeling, Quantum Machine Learn-ing, Automatic Speech Recognition, and Federated Learning.

  • (2) Variational Quantum Circuits for Deep Reinforcement Learning

arxiv, code, Xanadu AI blog

Xanadu Quantum ML Research award, 2019: 1st place

Authors: Samuel Yen-Chi Chen, Chao-Han Huck Yang, Jun Qi, Pin-Yu Chen, Xiaoli Ma, Hsi-Sheng Goan

Keywords: Deep Reinforcement Learning, Quantum Machine Learning, Variational Quantum Circuits, Noisy Intermediate Scale Quantum, and Quantumcomputing