3 papers
cs.CV2025
Quantization Range Estimation for Convolutional Neural Networks
Bingtao Yang, Yujia Wang, Mengzhi Jiao +1
Post-training quantization for reducing the storage of deep neural network models has been demonstrated to be an effective way in various tasks. However, low-bit quantization while…
eess.AS2025
IPDnet2: an efficient and improved inter-channel phase difference estimation network for sound source localization
Yabo Wang, Bing Yang, Xiaofei Li
IPDnet is our recently proposed real-time sound source localization network. It employs alternating full-band and narrow-band (B)LSTMs to learn the full-band correlation and narrow…
eess.AS2025
Mel-McNet: A Mel-Scale Framework for Online Multichannel Speech Enhancement
Yujie Yang, Bing Yang, Xiaofei Li
Online multichannel speech enhancement has been intensively studied recently. Though Mel-scale frequency is more matched with human auditory perception and computationally efficien…