activity
20162021
most citedMulti-modal Affect Analysis using standardized data within subjects in the Wild

5 citations · 9 across the 5 of their papers we have counts for

collaborators

6 papers

cs.CV20215 cited

Multi-modal Affect Analysis using standardized data within subjects in the Wild

Sachihiro Youoku, Takahisa Yamamoto, Junya Saito +7

Human affective recognition is an important factor in human-computer interaction. However, the method development with in-the-wild data is not yet accurate enough for practical usa…

math.OC2020

SingCubic: Cyclic Incremental Newton-type Gradient Descent with Cubic Regularization for Non-Convex Optimization

Ziqiang Shi

In this work, we generalized and unified two recent completely different works of~\cite{shi2015large} and~\cite{cartis2012adaptive} respectively into one by proposing the cyclic in…

cs.SD2020

Hodge and Podge: Hybrid Supervised Sound Event Detection with Multi-Hot MixMatch and Composition Consistence Training

Ziqiang Shi, Liu Liu, Huibin Lin +1

In this paper, we propose a method called Hodge and Podge for sound event detection. We demonstrate Hodge and Podge on the dataset of Detection and Classification of Acoustic Scene…

cs.SD20193 cited

HODGEPODGE: Sound event detection based on ensemble of semi-supervised learning methods

Ziqiang Shi, Liu Liu, Huibin Lin +2

In this paper, we present a method called HODGEPODGE\footnotemark[1] for large-scale detection of sound events using weakly labeled, synthetic, and unlabeled data proposed in the D…

cs.SD20171 cited

A Double Joint Bayesian Approach for J-Vector Based Text-dependent Speaker Verification

Ziqiang Shi, Mengjiao Wang, Liu Liu +2

J-vector has been proved to be very effective in text-dependent speaker verification with short-duration speech. However, the current state-of-the-art back-end classifiers, e.g. jo…

cs.LG2016

Empirical study of PROXTONE and PROXTONE for Fast Learning of Large Scale Sparse Models

Ziqiang Shi, Rujie Liu

PROXTONE is a novel and fast method for optimization of large scale non-smooth convex problem \cite{shi2015large}. In this work, we try to use PROXTONE method in solving large scal…