OOIR: Observatory of International Research

Papers

(The median citation count of EURASIP Journal on Audio Speech and Music Processing is 2. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Learning domain-heterogeneous speaker recognition systems with personalized continual federated learning	43
Advancing guitar emotion recognition through audio data augmentation to enhance smart musical instruments	34
Hybrid lightweight temporal-frequency analysis network for multi-channel speech enhancement	31
Supervised Attention Multi-Scale Temporal Convolutional Network for monaural speech enhancement	27
MIRACLE—a microphone array impulse response dataset for acoustic learning	27
Domain-weighted transfer learning and discriminative embeddings for low-resource speaker verification	25
Speech-dependent data augmentation for own voice reconstruction with hearable microphones in noisy environments	22
A simplified and controllable model of mode coupling for addressing nonlinear phenomena in sound synthesis processes	22
Compression of room impulse responses for compact storage and fast low-latency convolution	22
Generating chord progression from melody with flexible harmonic rhythm and controllable harmonic density	21
AAM: a dataset of Artificial Audio Multitracks for diverse music information retrieval tasks	20
Parameter-efficient adaptation with multi-channel adversarial training for far-field speech recognition	20
Parameter optimisation for a physical model of the vocal system	19
Sound recurrence analysis for acoustic scene classification	16
Investigations on higher-order spherical harmonic input features for deep learning-based multiple speaker detection and localization	14
Benefits of pre-trained mono- and cross-lingual speech representations for spoken language understanding of Dutch dysarthric speech	13
Attention mechanism combined with residual recurrent neural network for sound event detection and localization	13
Three-stage training and orthogonality regularization for spoken language recognition	13
Enhancing Speaker Recognition with CRET Model: a fusion of CONV2D, RESNET and ECAPA-TDNN	13
Multi-rate modulation encoding via unsupervised learning for audio event detection	13
Estimation of playable piano fingering by pitch-difference fingering match model	13
Sound field reconstruction using neural processes with dynamic kernels	12
Silent speech recognition using visual cascading fusion of tongue-lip movements based on pre-trained and fine-tuned model	12
Parallel processing of distributed beamforming and multichannel linear prediction for speech denoising and deverberation in wireless acoustic sensor networks	11
Comparative performance analysis of end-to-end ASR models on Indo-Aryan and Dravidian languages within India’s linguistic landscape	10

The whole is greater than the sum of its parts: improving music source separation by bridging networks	10
Real-time playing technique recognition embedded in a smart acoustic guitar	10
Sound and music biases in deep music transcription models: a systematic analysis	9
Vulnerability issues in Automatic Speaker Verification (ASV) systems	9
Dance2Music-Diffusion: leveraging latent diffusion models for music generation from dance videos	9
W2VC: WavLM representation based one-shot voice conversion with gradient reversal distillation and CTC supervision	9
Neural electric bass guitar synthesis framework enabling attack-sustain-representation-based technique control	9
Variational Autoencoders for chord sequence generation conditioned on Western harmonic music complexity	9
AudioSet-tools: a Python framework for taxonomy-aware AudioSet curation and reproducible audio research	8
Paralinguistic singing attribute recognition using supervised machine learning for describing the classical tenor solo singing voice in vocal pedagogy	7
Automatic detection of attachment style in married couples through conversation analysis	7
Auxiliary function-based algorithm for blind extraction of a moving speaker	7
Masked multi-center angular margin loss for language recognition	7
Data-based spatial audio processing	7
Training audio transformers for cover song identification	7
Robust and early howling detection based on a sparsity measure	7
Correction: N-dimensional N-microphone sound source localization	7
An overview of machine learning and other data-based methods for spatial audio capture, processing, and reproduction	7
Dual-branch attention module-based network with parameter sharing for joint sound event detection and localization	7
Mi-Go: tool which uses YouTube as data source for evaluating general-purpose speech recognition machine learning models	6
Comparative study of state-based neural networks for virtual analog audio effects modeling	6
Multilingual speech-to-vocal tract visualization using deep learning for pronunciation training	6
Recognition of target domain Japanese speech using language model replacement	6
Performance evaluation of perceptible impulsive noise detection methods based on auditory models	6
Data-driven room acoustic modeling via differentiable feedback delay networks with learnable delay lines	6
DOA-informed switching independent vector extraction and beamforming for speech enhancement in underdetermined situations	6
A survey of technologies for automatic Dysarthric speech recognition	5
Significance of relative phase features for shouted and normal speech classification	5
Multi-scale Information Aggregation for Spoofing Detection	5
Fake speech detection using VGGish with attention block	5
AI-based Chinese-style music generation from video content: a study on cross-modal analysis and generation methods	5
Automatic dysarthria detection and severity level assessment using CWT-layered CNN model	5
Optimal sensor placement for the spatial reconstruction of sound fields	5
Single-microphone speaker separation and voice activity detection in noisy and reverberant environments	5
Guest editorial: AI for computational audition—sound and music processing	5
Parametric virtual microphone techniques for sound field reconstruction with early reflection modeling	4
Improving low-resource Tibetan end-to-end ASR by multilingual and multilevel unit modeling	4
YuYin: a multi-task learning model of multi-modal e-commerce background music recommendation	4
Language agnostic missing subtitle detection	4
Acoustic scene classification using inter- and intra-subarray spatial features in distributed microphone array	4
PlugSonic: a web- and mobile-based platform for dynamic and navigable binaural audio	4
An MMSE graph spectral magnitude estimator for speech signals residing on an undirected multiple graph	4
Blind extraction of guitar effects through blind system inversion and neural guitar effect modeling	4
Multi-encoder attention-based architectures for sound recognition with partial visual assistance	4
Deep learning-based wave digital modeling of rate-dependent hysteretic nonlinearities for virtual analog applications	4
Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios	4
Coded speech enhancement using auxiliary utterance-level information	4
Steered Response Power for Sound Source Localization: a tutorial review	3
SVQ-MAE: an efficient speech pre-training framework with constrained computational resources	3
Improving speech recognition systems for the morphologically complex Malayalam language using subword tokens for language modeling	3

Optimizing tiny colorless feedback delay networks	3
Acoustic object canceller: removing a known signal from monaural recording using blind synchronization	3
Points2Sound: from mono to binaural audio using 3D point cloud scenes	3
MUSIB: musical score inpainting benchmark	3
Interaural time difference individualization in HRTF by scaling through anthropometric parameters	3
Black-box adversarial attacks through speech distortion for speech emotion recognition	3
Microphone utility estimation in acoustic sensor networks using single-channel signal features	3
Deep room impulse response completion	3
Singing to speech conversion with generative flow	3
Synthesis of soundfields through irregular loudspeaker arrays based on convolutional neural networks	3
Whisper-based spoken term detection systems for search on speech ALBAYZIN evaluation challenge	3
Enhancing drone audition with rotor-conditioned deep models	3
Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy	3
Multi-pitch estimation with polyphony per instrument information for Western classical and electronic music	3
Singer identification model using data augmentation and enhanced feature conversion with hybrid feature vector and machine learning	3
Can all variations within the unified mask-based beamformer framework achieve identical peak extraction performance?	3
Automated audio captioning: an overview of recent progress and new challenges	3
On the selection of the number of beamformers in beamforming-based binaural reproduction	3
Explicit-memory multiresolution adaptive framework for speech and music separation	3
ICRCycleGAN-VC: a robust one-to-one voice conversion method based on CycleGAN and inception-ResNet blocks	3
Lightweight target speaker separation network based on joint training	3
Improved capsule routing for weakly labeled sound event detection	3
Convolutional neural networks for the classification of guitar effects and extraction of the parameter settings of single and multi-guitar effects from instrument mixes	3
Exploration of Whisper fine-tuning strategies for low-resource ASR	3
A review on speech recognition approaches and challenges for Portuguese: exploring the feasibility of fine-tuning large-scale end-to-end models	2
Music time signature detection using ResNet18	2
Polygraph and audio synchronization applied to apnea event analysis based on non-negative matrix factorization	2
A speech recognition method with enhanced transformer decoder	2
Exploring the power of pure attention mechanisms in blind room parameter estimation	2
An end-to-end approach for blindly rendering a virtual sound source in an audio augmented reality environment	2
DeepDet: YAMNet with BottleNeck Attention Module (BAM) for TTS synthesis detection	2
Voice activity detection in the presence of transient based on graph	2
Deep semantic learning for acoustic scene classification	2
The power of humorous audio: exploring emotion regulation in traffic congestion through EEG-based study	2
Analysis of spatial filtering in neural spatiospectral filters and its dependence on training target characteristics	2
Head information bottleneck (HIB): leveraging information bottleneck for efficient transformer head attribution and pruning	2
Beyond the Big Five personality traits for music recommendation systems	2
MIDI music plagiarism detection method based on feature similarity learning	2
Quantifying headphone listening experience in virtual sound environments using distraction	2
Transformer-based ensemble method for multiple predominant instruments recognition in polyphonic music	2
Heterogeneous separation consistency training for adaptation of unsupervised speech separation	2
Speaker embedding loss for end-to-end speaker diarization without external embedding networks	2
Automatic music signal mixing system based on one-dimensional Wave-U-Net autoencoders	2
Multi-task deep cross-attention networks for far-field speaker verification and keyword spotting	2