Qiuqiang Kong

发表

Attention-based convolutional neural networks for acoustic scene classification

Mark D. Plumbley, Kun Qian, Zhao Ren, 2018, DCASE.

PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition

Mark D. Plumbley, Yuxuan Wang, Qiuqiang Kong, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

General-purpose audio tagging from noisy labels using convolutional neural networks

Mark D. Plumbley, Qiuqiang Kong, Wenwu Wang, 2018, DCASE.

DCASE 2018 Challenge baseline with convolutional neural networks pdf

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2018, ArXiv.

Cross-task learning for audio tagging, sound event detection and spatial localization: DCASE 2019 baseline systems pdf

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2019, ArXiv.

Deep Learning Based Energy Disaggregation and On/Off Detection of Household Appliances pdf

Mark D. Plumbley, Qiuqiang Kong, Nigel Gilbert, 2019, ACM Trans. Knowl. Discov. Data.

Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection

Muhammad Awais, Miroslaw Bober, Qiuqiang Kong, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Audio Set Classification with Attention Model: A Probabilistic Perspective

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes

Mark D. Plumbley, Zhao Ren, Qiuqiang Kong, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Large-Scale Weakly Supervised Audio Classification Using Gated Convolutional Neural Network

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Improving Reverberant Speech Separation with Binaural Cues Using Temporal Context and Convolutional Neural Networks

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2018, LVA/ICA.

Weakly labelled AudioSet Classification with Attention Neural Networks.

Mark D. Plumbley, Qiuqiang Kong, Turab Iqbal, 2019 .

A Comparison of Attention Mechanisms of Convolutional Neural Network in Weakly Labeled Audio Tagging

Qiuqiang Kong, Shengchen Li, Yuanbo Hou, 2019, Lecture Notes in Electrical Engineering.

Audio source separation with deep neural networks using the dropout algorithm

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2017 .

Multi Model-Based Distillation for Sound Event Detection

Huaimin Wang, Qiuqiang Kong, Kele Xu, 2019, IEICE Trans. Inf. Syst..

Sample Mixed-Based Data Augmentation for Domestic Audio Tagging pdf

Huaimin Wang, Qiuqiang Kong, Shengyun Wei, 2018, DCASE.

Joint detection and classification convolutional neural network on weakly labelled bird audio detection

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Capsule Routing for Sound Event Detection

Yong Xu, Qiuqiang Kong, Turab Iqbal, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Source Separation with Weakly Labelled Data: an Approach to Computational Auditory Scene Analysis

Mark D. Plumbley, Yuxuan Wang, Qiuqiang Kong, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Event-Independent Network for Polyphonic Sound Event Localization and Detection pdf

Mark D. Plumbley, Qiuqiang Kong, Yin Cao, 2020, DCASE.

Audio Tagging by Cross Filtering Noisy Labels

Qiuqiang Kong, Huaimin Wang, Kele Xu, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

General audio tagging with ensembling convolutional neural network and statistical features

Huaimin Wang, Bo Ding, Qiuqiang Kong, 2018, The Journal of the Acoustical Society of America.

Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging

Qiang Huang, Yong Xu, Mark D. Plumbley, 2017, INTERSPEECH.

A joint detection-classification model for audio tagging of weakly labelled data

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-level attention model for weakly supervised audio classification pdf

Bin Yang, Qiuqiang Kong, Karim Said Barsim, 2018, DCASE.

Weakly Labelled AudioSet Tagging With Attention Neural Networks

Mark D. Plumbley, Qiuqiang Kong, Turab Iqbal, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Polyphonic audio tagging with sequentially labelled data using CRNN with learnable gated linear units pdf

Qiuqiang Kong, Jun Wang, Shengchen Li, 2018, DCASE.

Learning With Out-of-Distribution Data for Audio Classification

Mark D. Plumbley, Qiuqiang Kong, Yin Cao, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks

Mark D. Plumbley, Qiuqiang Kong, Philip J. B. Jackson, 2019, IJCAI.

Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification

Björn W. Schuller, Mark D. Plumbley, Kun Qian, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering

Mark D. Plumbley, Qiuqiang Kong, Shengchen Li, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

CAA-Net: Conditional Atrous CNNs With Attention for Explainable Device-Robust Acoustic Scene Classification pdf

Björn W. Schuller, Mark D. Plumbley, Zhao Ren, 2020, IEEE Transactions on Multimedia.

Sound Event Detection and Time–Frequency Segmentation from Weakly Labelled Data

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

A Joint Separation-Classification Model for Sound Event Detection of Weakly Labelled Data

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sound Event Detection of Weakly Labelled Data With CNN-Transformer and Automatic Threshold Optimization

Mark D. Plumbley, Qiuqiang Kong, Yong Xu, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Large-Scale MIDI-based Composer Classification pdf

Yuxuan Wang, Qiuqiang Kong, Keunwoo Choi, 2020, ArXiv.

Deep Neural Network Baseline for DCASE Challenge 2016

Mark D. Plumbley, Qiuqiang Kong, Wenwu Wang, 2016, DCASE.

Surrey-cvssp system for DCASE2017 challenge task4 pdf

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2017, ArXiv.

High-resolution Piano Transcription with Pedals by Regressing Onsets and Offsets Times pdf

Yuxuan Wang, Qiuqiang Kong, Bochen Li, 2020, ArXiv.

Weakly supervised CRNN system for sound event detection with large-scale unlabeled in-domain data pdf

Qiuqiang Kong, Changchun Bao, Lilun Zhang, 2018, ArXiv.

Acoustic Scene Generation with Conditional Samplernn

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

DCASE 2018 Challenge Surrey cross-task convolutional neural network baseline

Yong Xu, Mark D. Plumbley, Qiuqiang Kong, 2018, DCASE.

Masked non-negative matrix factorization for eire detection using weakly labeled data

Mark D. Plumbley, Qiuqiang Kong, Iwona Sobieraj, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Predicting Appliance Usage Status In Home Like Environments

Mark Hoogendoorn, Qiuqiang Kong, Jie Jiang, 2018, 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP).

Multi-instance Learning for Bipolar Disorder Diagnosis using Weakly Labelled Speech Data

Björn W. Schuller, Zhao Ren, Qiuqiang Kong, 2019, PDH.

GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music pdf

Yuxuan Wang, Qiuqiang Kong, Bochen Li, 2020, ArXiv.

DD-CNN: Depthwise Disout Convolutional Neural Network for Low-complexity Acoustic Scene Classification pdf

Xiaoning Song, Qiuqiang Kong, Xiao-Jun Wu, 2020, ArXiv.

Sound event detection with weakly labelled data

Qiuqiang Kong, 2020 .

Convolutional gated recurrent neural network incorporating spatial features for audio tagging

Qiang Huang, Yong Xu, Mark D. Plumbley, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Audio Tagging With Connectionist Temporal Classification Model Using Sequential Labelled Data

Qiuqiang Kong, Shengchen Li, Yuanbo Hou, 2018, CSPS.

Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy pdf

Mark D. Plumbley, Qiuqiang Kong, Wenwu Wang, 2019, DCASE.

An Audio-Based Deep Learning Framework For BBC Television Programme Classification

Qiuqiang Kong, Lam Pham, Wenwu Wang, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Speech enhancement with weakly labelled data from AudioSet pdf

Qiuqiang Kong, Xingjian Du, Haohe Liu, 2021, Interspeech 2021.

Singing Melody Extraction from Polyphonic Music based on Spectral Correlation Modeling

Qiuqiang Kong, Zejun Ma, Xingjian Du, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis pdf

Gus Xia, Qiuqiang Kong, Junyan Jiang, 2021, ISMIR.

CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet pdf

Qiuqiang Kong, Jiafeng Liu, Haohe Liu, 2021, ArXiv.

Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation

Qiuqiang Kong, Keunwoo Choi, Yuxuan Wang, 2021, ISMIR.

CatNet: music source separation system with mix-audio augmentation pdf

Qiuqiang Kong, Xingjian Du, Xuchen Song, 2021, ArXiv.

High-Resolution Piano Transcription With Pedals by Regressing Onset and Offset Times pdf

Qiuqiang Kong, Bochen Li, Xuchen Song, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Time-domain Speech Enhancement with Generative Adversarial Learning pdf

Qiuqiang Kong, Wenwu Wang, Jian Guan, 2021, ArXiv.

VoiceFixer: Toward General Speech Restoration With Neural Vocoder pdf

DeLiang Wang, Qiuqiang Kong, Yuxuan Wang, 2021, ArXiv.

TWO-STAGE SOUND EVENT LOCALIZATION AND DETECTION USING INTENSITY VECTOR AND GENERALIZED CROSS-CORRELATION Technical Report

Mark D. Plumbley, Qiuqiang Kong, Turab Iqbal, 2019 .

Music Genre Classification Using Convolutional Neural Network

Qiuqiang Kong, Yanxiong Li, Xiaohui Feng, 2014 .