MarkD . Plumbley

发表

Automated Audio Captioning: an Overview of Recent Progress and New Challenges

Wenwu Wang, Xubo Liu, Xinhao Mei, 2022, 2205.05949.

Segment-level Metric Learning for Few-shot Bioacoustic Event Detection

Qiuqiang Kong, Wenwu Wang, Haohe Liu, 2022, ArXiv.

Continual Learning for On-Ddevice Environmental Sound Classification

Chng Eng Siong, Yanghua Xiao, Wenwu Wang, 2022, DCASE.

Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning

Qiuqiang Kong, Wenwu Wang, Haohe Liu, 2022, ArXiv.

On Metric Learning for Audio-Text Cross-Modal Retrieval

Wenwu Wang, Xubo Liu, Xinhao Mei, 2022, INTERSPEECH.

Low-Complexity CNNs for Acoustic Scene Classification

Arshdeep Singh, MarkD . Plumbley, 2022, DCASE.

Automated audio captioning: an overview of recent progress and new challenges

Wenwu Wang, Xubo Liu, Xinhao Mei, 2022, EURASIP Journal on Audio, Speech, and Music Processing.

Learning the Spectrogram Temporal Resolution for Audio Classification

Qiuqiang Kong, Wenwu Wang, Haohe Liu, 2022, ArXiv.

Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention

Yu Zhang, Shengchen Li, Qiuqiang Kong, 2022, ArXiv.

Simple Pooling Front-ends For Efficient Audio Classification

Qiuqiang Kong, Wenwu Wang, Haohe Liu, 2022, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Arshdeep Singh, MarkD . Plumbley, 2022, ArXiv.

Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains

Qiuqiang Kong, J. Yang, Yin Cao, 2022, DCASE.

ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation

J. Kittler, Wenwu Wang, Muhammad Awais, 2022, ArXiv.

Towards Generating Diverse Audio Captions via Adversarial Training

Wenwu Wang, Xubo Liu, Xinhao Mei, 2022, ArXiv.

GEOMETRY AND MANIFOLDSFOR INDEPENDENTCOMPONENT ANALYSIS

MarkD . Plumbley, 2007 .

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

Wenwu Wang, Haohe Liu, Xubo Liu, 2023, ICML.

Separate What You Describe: Language-Queried Audio Source Separation

Qiuqiang Kong, Wenwu Wang, Haohe Liu, 2022, INTERSPEECH.

Efficient CNNs via Passive Filter Pruning

Arshdeep Singh, MarkD . Plumbley, M. Plumbley, 2023, ArXiv.

Federated Learning With Highly Imbalanced Audio Data pdf

Mark D. Plumbley, Marc C. Green, MarkD . Plumbley, 2021, ArXiv.

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research

Qiuqiang Kong, Wenwu Wang, Yuexian Zou, 2023, ArXiv.

Leveraging Pre-trained BERT for Audio Captioning

Wenwu Wang, Haohe Liu, Xubo Liu, 2022, 2022 30th European Signal Processing Conference (EUSIPCO).

An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement Learning pdf

Wenwu Wang, Tom Ko, Jinzheng Zhao, 2021, DCASE.

Fish Feeding Intensity Assessment in Aquaculture: A New Audio Dataset AFFIA3K and a Deep Learning Algorithm

G. Lian, Wenwu Wang, Tao Chen, 2022, 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP).

Universal Source Separation with Weakly Labelled Data

S. Dubnov, Taylor Berg-Kirkpatrick, Qiuqiang Kong, 2023, ArXiv.

Adapting Language-Audio Models as Few-Shot Audio Learners

Emmanouil Benetos, Wenwu Wang, Huy Phan, 2023, INTERSPEECH 2023.

Gender Bias in Depression Detection Using Audio Features pdf

Mark D. Plumbley, Andrew Bailey, MarkD . Plumbley, 2020, 2021 29th European Signal Processing Conference (EUSIPCO).

Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning

Wenwu Wang, V. Kılıç, Xubo Liu, 2023, INTERSPEECH 2023.

Automated Audio Captioning via Fusion of Low- and High- Dimensional Features

Wenwu Wang, V. Kılıç, Xubo Liu, 2022, ArXiv.

Diverse Audio Captioning Via Adversarial Training

Wenwu Wang, Xubo Liu, Xinhao Mei, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Compressing Audio CNNS with Graph Centrality Based Filter Pruning

Ashutosh Kumar Singh, MarkD . Plumbley, James A. King, 2023, 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Detection and Classification of Acoustic Scenes and Events

Dan Stowell, Mathieu Lagrange, Mark D. Plumbley, 2015, IEEE Transactions on Multimedia.

ARCA23K: An Audio Dataset for Investigating Open-Set Label Noise

Wenwu Wang, Yin Cao, Turab Iqbal, 2021, DCASE.

WavJourney: Compositional Audio Creation with Large Language Models

Qiuqiang Kong, Wenwu Wang, Yin Cao, 2023, ArXiv.

Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention

Shengchen Li, Qiuqiang Kong, Wenwu Wang, 2022, INTERSPEECH 2023.

Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018)

J. Bello, D. Ellis, A. Mesaros, 2018 .

META-SELD: Meta-Learning for Fast Adaptation to the new environment in Sound Event Localization and Detection

Wenwu Wang, J. Yang, Yin Cao, 2023, ArXiv.

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

Wenwu Wang, Haohe Liu, Xubo Liu, 2023, ICML.

Retrieval-Augmented Text-to-Audio Generation

Haohe Liu, Xubo Liu, MarkD . Plumbley, 2023, ArXiv.

Leveraging Pre-trained AudioLDM for Sound Generation: A Benchmark Study

Wenwu Wang, Jinhua Liang, Haohe Liu, 2023 .

Separate Anything You Describe

Yuxuan Wang, Qiuqiang Kong, Wenwu Wang, 2023, ArXiv.

E-PANNs: Sound Recognition Using Efficient Pre-trained Audio Neural Networks

Arshdeep Singh, Haohe Liu, MarkD . Plumbley, 2023, INTER-NOISE and NOISE-CON Congress and Conference Proceedings.

AudioLDM 2: Learning Holistic Audio Generation With Self-Supervised Pretraining

Yuxuan Wang, Qiuqiang Kong, Wenwu Wang, 2023, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Learning Temporal Resolution in Spectrogram for Audio Classification

Qiuqiang Kong, Wenwu Wang, Haohe Liu, 2022, 2210.01719.