Volume 2023, issue 1, December 2023
55 articles in this issue
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Signal processing and machine learning for speech and audio in acoustic sensor networks
Authors
- Walter Kellermann
- Rainer Martin
- Nobutaka Ono
- Content type: Editorial
- Open Access
- Published: 17 December 2023
- Article: 54
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Lightweight target speaker separation network based on joint training
Authors (first, second and last of 6)
- Jing Wang
- Hanyue Liu
- Fang Liu
- Content type: Methodology
- Open Access
- Published: 06 December 2023
- Article: 53
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Piano score rearrangement into multiple difficulty levels via notation-to-notation approach
Authors
- Masahiro Suzuki
- Content type: Methodology
- Open Access
- Published: 05 December 2023
- Article: 52
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Efficient bandwidth extension of musical signals using a differentiable harmonic plus noise model
Authors
- Pierre-Amaury Grumiaux
- Mathieu Lagrange
- Content type: Empirical Research
- Open Access
- Published: 05 December 2023
- Article: 51
This is part of 1 collection: -
Effective acoustic parameters for automatic classification of performed and synthesized Guzheng music
Authors (first, second and last of 7)
- Huiwen Xue
- Chenxin Sun
- Zhongzhe Xiao
- Content type: Empirical Research
- Open Access
- Published: 01 December 2023
- Article: 50
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Predominant audio source separation in polyphonic music
Authors
- Lekshmi Chandrika Reghunath
- Rajeev Rajan
- Content type: Empirical Research
- Open Access
- Published: 24 November 2023
- Article: 49
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A survey of technologies for automatic Dysarthric speech recognition
Authors
- Zhaopeng Qian
- Kejing Xiao
- Chongchong Yu
- Content type: Review
- Open Access
- Published: 11 November 2023
- Article: 48
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Improving speech recognition systems for the morphologically complex Malayalam language using subword tokens for language modeling
Authors
- Kavya Manohar
- Jayan A R
- Rajeev Rajan
- Content type: Empirical Research
- Open Access
- Published: 04 November 2023
- Article: 47
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Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios
Authors (first, second and last of 4)
- Stijn Kindt
- Jenthe Thienpondt
- Nilesh Madhu
- Content type: Empirical Research
- Open Access
- Published: 31 October 2023
- Article: 46
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W2VC: WavLM representation based one-shot voice conversion with gradient reversal distillation and CTC supervision
Authors (first, second and last of 5)
- Hao Huang
- Lin Wang
- Liang He
- Content type: Empirical Research
- Open Access
- Published: 28 October 2023
- Article: 45
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YuYin: a multi-task learning model of multi-modal e-commerce background music recommendation
Authors (first, second and last of 5)
- Le Ma
- Xinda Wu
- Kejun Zhang
- Content type: Methodology
- Open Access
- Published: 19 October 2023
- Article: 44
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Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy
Authors (first, second and last of 10)
- Jingtan Li
- Mengkai Sun
- Björn W. Schuller
- Content type: Empirical Research
- Open Access
- Published: 13 October 2023
- Article: 43
This is part of 1 collection: -
Transformer-based autoencoder with ID constraint for unsupervised anomalous sound detection
Authors (first, second and last of 7)
- Jian Guan
- Youde Liu
- Wenwu Wang
- Content type: Methodology
- Open Access
- Published: 13 October 2023
- Article: 42
This is part of 1 collection: -
Deep encoder/decoder dual-path neural network for speech separation in noisy reverberation environments
Authors
- Chunxi Wang
- Maoshen Jia
- Xinfeng Zhang
- Content type: Methodology
- Open Access
- Published: 12 October 2023
- Article: 41
This is part of 1 collection: -
Speech emotion recognition based on Graph-LSTM neural network
Authors (first, second and last of 4)
- Yan Li
- Yapeng Wang
- Sio-Kei Im
- Content type: Empirical Research
- Open Access
- Published: 11 October 2023
- Article: 40
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An acoustic echo canceller optimized for hands-free speech telecommunication in large vehicle cabins
Authors (first, second and last of 4)
- Amin Saremi
- Balaji Ramkumar
- Zonghua Gu
- Content type: Empirical Research
- Open Access
- Published: 07 October 2023
- Article: 39
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Direction-of-arrival and power spectral density estimation using a single directional microphone and group-sparse optimization
Authors (first, second and last of 4)
- Elisa Tengan
- Thomas Dietzen
- Toon van Waterschoot
- Content type: Methodology
- Open Access
- Published: 04 October 2023
- Article: 38
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Cascade algorithms for combined acoustic feedback cancelation and noise reduction
Authors
- Santiago Ruiz
- Toon van Waterschoot
- Marc Moonen
- Content type: Methodology
- Open Access
- Published: 21 September 2023
- Article: 37
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Learning-based robust speaker counting and separation with the aid of spatial coherence
Authors
- Yicheng Hsu
- Mingsian R. Bai
- Content type: Empirical Research
- Open Access
- Published: 20 September 2023
- Article: 36
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Acoustic object canceller: removing a known signal from monaural recording using blind synchronization
Authors (first, second and last of 5)
- Takao Kawamura
- Kouei Yamaoka
- Ryoichi Miyazaki
- Content type: Methodology
- Open Access
- Published: 11 September 2023
- Article: 35
This is part of 1 collection: -
The power of humorous audio: exploring emotion regulation in traffic congestion through EEG-based study
Authors (first, second and last of 7)
- Lekai Zhang
- Yingfan Wang
- Fo Hu
- Content type: Empirical Research
- Open Access
- Published: 07 September 2023
- Article: 34
This is part of 1 collection: -
Learning domain-heterogeneous speaker recognition systems with personalized continual federated learning
Authors
- Zhiyong Chen
- Shugong Xu
- Content type: Methodology
- Open Access
- Published: 05 September 2023
- Article: 33
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Dual input neural networks for positional sound source localization
Authors
- Eric Grinstein
- Vincent W. Neo
- Patrick A. Naylor
- Content type: Methodology
- Open Access
- Published: 30 August 2023
- Article: 32
This is part of 1 collection: -
Training audio transformers for cover song identification
Authors
- Te Zeng
- Francis C. M. Lau
- Content type: Methodology
- Open Access
- Published: 25 August 2023
- Article: 31
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Channel and temporal-frequency attention UNet for monaural speech enhancement
Authors
- Shiyun Xu
- Zehua Zhang
- Mingjiang Wang
- Content type: Empirical Research
- Open Access
- Published: 14 August 2023
- Article: 30
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Microphone utility estimation in acoustic sensor networks using single-channel signal features
Authors
- Michael Günther
- Andreas Brendel
- Walter Kellermann
- Content type: Empirical Research
- Open Access
- Published: 03 August 2023
- Article: 29
This is part of 1 collection: -
Multi-task deep cross-attention networks for far-field speaker verification and keyword spotting
Authors
- Xingwei Liang
- Zehua Zhang
- Ruifeng Xu
- Content type: Empirical Research
- Open Access
- Published: 01 July 2023
- Article: 28
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Dual-branch attention module-based network with parameter sharing for joint sound event detection and localization
Authors
- Yuting Zhou
- Hongjie Wan
- Content type: Methodology
- Open Access
- Published: 30 June 2023
- Article: 27
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Automatic detection of attachment style in married couples through conversation analysis
Authors (first, second and last of 5)
- Tuğçe Melike Koçak
- Büşra Çilem Dibek
- Cenk Demiroğlu
- Content type: Review
- Open Access
- Published: 31 May 2023
- Article: 26
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Parallel processing of distributed beamforming and multichannel linear prediction for speech denoising and deverberation in wireless acoustic sensor networks
Authors (first, second and last of 4)
- Zhe Han
- Yuxuan Ke
- Chengshi Zheng
- Content type: Methodology
- Open Access
- Published: 22 May 2023
- Article: 25
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Variational Autoencoders for chord sequence generation conditioned on Western harmonic music complexity
Authors (first, second and last of 5)
- Luca Comanducci
- Davide Gioiosa
- Augusto Sarti
- Content type: Empirical Research
- Open Access
- Published: 15 May 2023
- Article: 24
This is part of 1 collection: -
Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniques
Authors
- Tong Liu
- Xiaochen Yuan
- Content type: Methodology
- Open Access
- Published: 15 May 2023
- Article: 23
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Speech emotion recognition based on emotion perception
Authors
- Gang Liu
- Shifang Cai
- Ce Wang
- Content type: Empirical Research
- Open Access
- Published: 12 May 2023
- Article: 22
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Time-domain adaptive attention network for single-channel speech separation
Authors (first, second and last of 5)
- Kunpeng Wang
- Hao Zhou
- Juan Yao
- Content type: Methodology
- Open Access
- Published: 11 May 2023
- Article: 21
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Explicit-memory multiresolution adaptive framework for speech and music separation
Authors
- Ashwin Bellur
- Karan Thakkar
- Mounya Elhilali
- Content type: Empirical Research
- Open Access
- Published: 09 May 2023
- Article: 20
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MUSIB: musical score inpainting benchmark
Authors (first, second and last of 4)
- Mauricio Araneda-Hernandez
- Felipe Bravo-Marquez
- Rodrigo F. Cádiz
- Content type: Empirical Research
- Open Access
- Published: 05 May 2023
- Article: 19
This is part of 1 collection: -
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices
Authors (first, second and last of 4)
- Jean-Marie Lemercier
- Joachim Thiemann
- Timo Gerkmann
- Content type: Empirical Research
- Open Access
- Published: 01 May 2023
- Article: 18
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MYRiAD: a multi-array room acoustic database
Authors (first, second and last of 4)
- Thomas Dietzen
- Randall Ali
- Toon van Waterschoot
- Content type: Empirical Research
- Open Access
- Published: 26 April 2023
- Article: 17
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Voice activity detection in the presence of transient based on graph
Authors
- Xiao-Yuan Guo
- Chun-Xian Gao
- Hui Liu
- Content type: Empirical Research
- Open Access
- Published: 20 April 2023
- Article: 16
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Benefits of pre-trained mono- and cross-lingual speech representations for spoken language understanding of Dutch dysarthric speech
Authors
- Pu Wang
- Hugo Van hamme
- Content type: Empirical Research
- Open Access
- Published: 07 April 2023
- Article: 15
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Three-stage training and orthogonality regularization for spoken language recognition
Authors (first, second and last of 4)
- Zimu Li
- Yanyan Xu
- Kaile Su
- Content type: Methodology
- Open Access
- Published: 06 April 2023
- Article: 14
This is part of 1 collection: -
AAM: a dataset of Artificial Audio Multitracks for diverse music information retrieval tasks
Authors
- Fabian Ostermann
- Igor Vatolkin
- Martin Ebeling
- Content type: Empirical Research
- Open Access
- Published: 23 March 2023
- Article: 13
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Deep learning-based wave digital modeling of rate-dependent hysteretic nonlinearities for virtual analog applications
Authors (first, second and last of 4)
- Oliviero Massi
- Alessandro Ilic Mezza
- Alberto Bernardini
- Content type: Methodology
- Open Access
- Published: 08 March 2023
- Article: 12
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A latent rhythm complexity model for attribute-controlled drum pattern generation
Authors
- Alessandro Ilic Mezza
- Massimiliano Zanoni
- Augusto Sarti
- Content type: Empirical Research
- Open Access
- Published: 17 February 2023
- Article: 11
This is part of 1 collection: -
Research on monaural speech segregation based on feature selection
Authors (first, second and last of 4)
- Xiaoping Xie
- Yongzhen Chen
- Dan Tian
- Content type: Research
- Open Access
- Published: 16 February 2023
- Article: 10
This is part of 1 collection: -
Correction: Trainable windows for SincNet architecture
Authors (first, second and last of 4)
- H. C. Prashanth
- Madhav Rao
- V. Ramasubramanian
- Content type: Correction
- Open Access
- Published: 09 February 2023
- Article: 9
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Review of methods for coding of speech signals
Authors
- Douglas O’Shaughnessy
- Content type: Review
- Open Access
- Published: 07 February 2023
- Article: 8
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An MMSE graph spectral magnitude estimator for speech signals residing on an undirected multiple graph
Authors (first, second and last of 5)
- Tingting Wang
- Haiyan Guo
- Zhen Yang
- Content type: Methodology
- Open Access
- Published: 03 February 2023
- Article: 7
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Heterogeneous separation consistency training for adaptation of unsupervised speech separation
Authors
- Jiangyu Han
- Yanhua Long
- Content type: Methodology
- Open Access
- Published: 20 January 2023
- Article: 6