OOIR: Observatory of International Research

Papers

(The median citation count of EURASIP Journal on Audio Speech and Music Processing is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Learning domain-heterogeneous speaker recognition systems with personalized continual federated learning	47
Advancing guitar emotion recognition through audio data augmentation to enhance smart musical instruments	40
Hybrid lightweight temporal-frequency analysis network for multi-channel speech enhancement	40
MIRACLE—a microphone array impulse response dataset for acoustic learning	31
Generating chord progression from melody with flexible harmonic rhythm and controllable harmonic density	31
Domain-weighted transfer learning and discriminative embeddings for low-resource speaker verification	30
A simplified and controllable model of mode coupling for addressing nonlinear phenomena in sound synthesis processes	29
Speech-dependent data augmentation for own voice reconstruction with hearable microphones in noisy environments	29
AAM: a dataset of Artificial Audio Multitracks for diverse music information retrieval tasks	28
Supervised Attention Multi-Scale Temporal Convolutional Network for monaural speech enhancement	25
Compression of room impulse responses for compact storage and fast low-latency convolution	23
Parameter-efficient adaptation with multi-channel adversarial training for far-field speech recognition	20
Enhancing Speaker Recognition with CRET Model: a fusion of CONV2D, RESNET and ECAPA-TDNN	18
Attention mechanism combined with residual recurrent neural network for sound event detection and localization	17
Three-stage training and orthogonality regularization for spoken language recognition	17
Parameter optimisation for a physical model of the vocal system	17
Benefits of pre-trained mono- and cross-lingual speech representations for spoken language understanding of Dutch dysarthric speech	15
Sound recurrence analysis for acoustic scene classification	15
Investigations on higher-order spherical harmonic input features for deep learning-based multiple speaker detection and localization	15
Sound field reconstruction using neural processes with dynamic kernels	14
Neural electric bass guitar synthesis framework enabling attack-sustain-representation-based technique control	14
Silent speech recognition using visual cascading fusion of tongue-lip movements based on pre-trained and fine-tuned model	14
Parallel processing of distributed beamforming and multichannel linear prediction for speech denoising and deverberation in wireless acoustic sensor networks	14
Multi-rate modulation encoding via unsupervised learning for audio event detection	14
Real-time playing technique recognition embedded in a smart acoustic guitar	12

The whole is greater than the sum of its parts: improving music source separation by bridging networks	11
Vulnerability issues in Automatic Speaker Verification (ASV) systems	11
AudioSet-tools: a Python framework for taxonomy-aware AudioSet curation and reproducible audio research	11
Dance2Music-Diffusion: leveraging latent diffusion models for music generation from dance videos	11
Comparative performance analysis of end-to-end ASR models on Indo-Aryan and Dravidian languages within India’s linguistic landscape	11
Variational Autoencoders for chord sequence generation conditioned on Western harmonic music complexity	11
Data-based spatial audio processing	10
W2VC: WavLM representation based one-shot voice conversion with gradient reversal distillation and CTC supervision	10
An overview of machine learning and other data-based methods for spatial audio capture, processing, and reproduction	10
Automatic detection of attachment style in married couples through conversation analysis	9
Dual-branch attention module-based network with parameter sharing for joint sound event detection and localization	9
Correction: N-dimensional N-microphone sound source localization	9
Masked multi-center angular margin loss for language recognition	9
Performance evaluation of perceptible impulsive noise detection methods based on auditory models	8
Recognition of target domain Japanese speech using language model replacement	8
Robust and early howling detection based on a sparsity measure	8
DOA-informed switching independent vector extraction and beamforming for speech enhancement in underdetermined situations	8
Significance of relative phase features for shouted and normal speech classification	7
Mi-Go: tool which uses YouTube as data source for evaluating general-purpose speech recognition machine learning models	7
Multi-scale Information Aggregation for Spoofing Detection	7
Comparative study of state-based neural networks for virtual analog audio effects modeling	7
Multilingual speech-to-vocal tract visualization using deep learning for pronunciation training	7
Guest editorial: AI for computational audition—sound and music processing	7
Training audio transformers for cover song identification	7
Single-microphone speaker separation and voice activity detection in noisy and reverberant environments	6
Data-driven room acoustic modeling via differentiable feedback delay networks with learnable delay lines	6
AI-based Chinese-style music generation from video content: a study on cross-modal analysis and generation methods	6
Automatic dysarthria detection and severity level assessment using CWT-layered CNN model	6
Fake speech detection using VGGish with attention block	6
Optimal sensor placement for the spatial reconstruction of sound fields	5
Acoustic scene classification using inter- and intra-subarray spatial features in distributed microphone array	5
Language agnostic missing subtitle detection	5
An MMSE graph spectral magnitude estimator for speech signals residing on an undirected multiple graph	5
Optimizing tiny colorless feedback delay networks	5
Automated audio captioning: an overview of recent progress and new challenges	5
Parametric virtual microphone techniques for sound field reconstruction with early reflection modeling	5
Blind extraction of guitar effects through blind system inversion and neural guitar effect modeling	5
Deep learning-based wave digital modeling of rate-dependent hysteretic nonlinearities for virtual analog applications	5
PlugSonic: a web- and mobile-based platform for dynamic and navigable binaural audio	5
Improving speech recognition systems for the morphologically complex Malayalam language using subword tokens for language modeling	5
Explicit-memory multiresolution adaptive framework for speech and music separation	5
A survey of technologies for automatic Dysarthric speech recognition	5
Coded speech enhancement using auxiliary utterance-level information	5
Multi-encoder attention-based architectures for sound recognition with partial visual assistance	5
YuYin: a multi-task learning model of multi-modal e-commerce background music recommendation	5
Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios	5
Deep room impulse response completion	5
Synthesis of soundfields through irregular loudspeaker arrays based on convolutional neural networks	4
Singer identification model using data augmentation and enhanced feature conversion with hybrid feature vector and machine learning	4
Acoustic object canceller: removing a known signal from monaural recording using blind synchronization	4

Multi-pitch estimation with polyphony per instrument information for Western classical and electronic music	4
Exploration of Whisper fine-tuning strategies for low-resource ASR	4
Interaural time difference individualization in HRTF by scaling through anthropometric parameters	4
Steered Response Power for Sound Source Localization: a tutorial review	4
Can all variations within the unified mask-based beamformer framework achieve identical peak extraction performance?	4
ICRCycleGAN-VC: a robust one-to-one voice conversion method based on CycleGAN and inception-ResNet blocks	4
Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy	4
Singing to speech conversion with generative flow	4
Enhancing drone audition with rotor-conditioned deep models	4
Black-box adversarial attacks through speech distortion for speech emotion recognition	4
Microphone utility estimation in acoustic sensor networks using single-channel signal features	4
Points2Sound: from mono to binaural audio using 3D point cloud scenes	4
SVQ-MAE: an efficient speech pre-training framework with constrained computational resources	4
Convolutional neural networks for the classification of guitar effects and extraction of the parameter settings of single and multi-guitar effects from instrument mixes	4
MUSIB: musical score inpainting benchmark	4
Automatic music signal mixing system based on one-dimensional Wave-U-Net autoencoders	3
Head information bottleneck (HIB): leveraging information bottleneck for efficient transformer head attribution and pruning	3
MIDI music plagiarism detection method based on feature similarity learning	3
Polygraph and audio synchronization applied to apnea event analysis based on non-negative matrix factorization	3
Deep semantic learning for acoustic scene classification	3
Lightweight target speaker separation network based on joint training	3
Analysis of spatial filtering in neural spatiospectral filters and its dependence on training target characteristics	3
Quantifying headphone listening experience in virtual sound environments using distraction	3
Multi-task deep cross-attention networks for far-field speaker verification and keyword spotting	3
Beyond the Big Five personality traits for music recommendation systems	3
Heterogeneous separation consistency training for adaptation of unsupervised speech separation	3
Music time signature detection using ResNet18	3
A speech recognition method with enhanced transformer decoder	3
The power of humorous audio: exploring emotion regulation in traffic congestion through EEG-based study	3
Voice activity detection in the presence of transient based on graph	3
DeepDet: YAMNet with BottleNeck Attention Module (BAM) for TTS synthesis detection	3
Speaker embedding loss for end-to-end speaker diarization without external embedding networks	3
Transformer-based ensemble method for multiple predominant instruments recognition in polyphonic music	3
Whisper-based spoken term detection systems for search on speech ALBAYZIN evaluation challenge	3
Exploring the power of pure attention mechanisms in blind room parameter estimation	3