QSpeech: Low-Qubit Quantum Speech Application Toolkit. (arXiv:2205.13221v1 [quant-ph])

Quantum devices with low qubits are common in the Noisy Intermediate-Scale
Quantum (NISQ) era. However, Quantum Neural Network (QNN) running on low-qubit
quantum devices would be difficult since it is based on Variational Quantum
Circuit (VQC), which requires many qubits. Therefore, it is critical to make
QNN with VQC run on low-qubit quantum devices. In this study, we propose a
novel VQC called the low-qubit VQC. VQC requires numerous qubits based on the
input dimension; however, the low-qubit VQC with …

application arxiv quantum qubit speech toolkit