146 citations · 200 across the 6 of their papers we have counts for
6 papers
Knowledge Distillation for Efficient Audio-Visual Video Captioning
Özkan Çaylı, Xubo Liu, Volkan Kılıç +1
Automatically describing audio-visual content with texts, namely video captioning, has received significant attention due to its potential applications across diverse fields. Deep…
Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning
Jianyuan Sun, Xubo Liu, Xinhao Mei +3
Automated audio captioning (AAC) which generates textual descriptions of audio content. Existing AAC models achieve good results but only use the high-dimensional representation of…
Automated Audio Captioning via Fusion of Low- and High- Dimensional Features
Jianyuan Sun, Xubo Liu, Xinhao Mei +3
Automated audio captioning (AAC) aims to describe the content of an audio clip using simple sentences. Existing AAC methods are developed based on an encoder-decoder architecture t…
Deep Neural Decision Forest for Acoustic Scene Classification
Jianyuan Sun, Xubo Liu, Xinhao Mei +4
Acoustic scene classification (ASC) aims to classify an audio clip based on the characteristic of the recording environment. In this regard, deep learning based approaches have eme…
Intensity Particle Flow SMC-PHD Filter For Audio Speaker Tracking
Yang Liu, Wenwu Wang, Volkan Kilic
Non-zero diffusion particle flow Sequential Monte Carlo probability hypothesis density (NPF-SMC-PHD) filtering has been recently introduced for multi-speaker tracking. However, the…
Smartphone Based Colorimetric Detection via Machine Learning
Ali Y. Mutlu, Volkan Kılıç, Gizem K. Özdemir +3
We report the application of machine learning to smartphone based colorimetric detection of pH values. The strip images were used as the training set for Least Squares-Support Vect…