OOIR: Observatory of International Research

Papers

(The median citation count of EURASIP Journal on Audio Speech and Music Processing is 1. 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 2020-11-01 to 2024-11-01.)

Article	Citations
A review of infant cry analysis and classification	50
Accent modification for speech recognition of non-native speakers using neural style transfer	21
Automated audio captioning: an overview of recent progress and new challenges	18
End-to-end speech emotion recognition using a novel context-stacking dilated convolution neural network	18
Dynamically localizing multiple speakers based on the time-frequency domain	18
Progressive loss functions for speech enhancement with deep neural networks	17
Performance vs. hardware requirements in state-of-the-art automatic speech recognition	16
An overview of machine learning and other data-based methods for spatial audio capture, processing, and reproduction	16
Auxiliary function-based algorithm for blind extraction of a moving speaker	15
dEchorate: a calibrated room impulse response dataset for echo-aware signal processing	13
Adversarial joint training with self-attention mechanism for robust end-to-end speech recognition	12
Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks	11
Acoustic DOA estimation using space alternating sparse Bayesian learning	11
Components loss for neural networks in mask-based speech enhancement	10
MetaMGC: a music generation framework for concerts in metaverse	10
Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices	9
Geometry calibration in wireless acoustic sensor networks utilizing DoA and distance information	9
Transformer-based ensemble method for multiple predominant instruments recognition in polyphonic music	9
Text-to-speech system for low-resource language using cross-lingual transfer learning and data augmentation	9
MYRiAD: a multi-array room acoustic database	8
Steerable differential beamformers with planar microphone arrays	8
Benefits of pre-trained mono- and cross-lingual speech representations for spoken language understanding of Dutch dysarthric speech	8
Improving low-resource Tibetan end-to-end ASR by multilingual and multilevel unit modeling	8
Comparison of semi-supervised deep learning algorithms for audio classification	7
AUC optimization for deep learning-based voice activity detection	7

Time–frequency scattering accurately models auditory similarities between instrumental playing techniques	7
Deep neural networks for automatic speech processing: a survey from large corpora to limited data	7
Beyond the Big Five personality traits for music recommendation systems	6
Low-complexity artificial noise suppression methods for deep learning-based speech enhancement algorithms	6
DOANet: a deep dilated convolutional neural network approach for search and rescue with drone-embedded sound source localization	6
Anchor voiceprint recognition in live streaming via RawNet-SA and gated recurrent unit	5
Single-channel speech enhancement based on joint constrained dictionary learning	5
NMF-weighted SRP for multi-speaker direction of arrival estimation: robustness to spatial aliasing while exploiting sparsity in the atom-time domain	5
A simulation study on optimal scores for speaker recognition	5
Review of methods for coding of speech signals	5
Estimation of playable piano fingering by pitch-difference fingering match model	5
Timestamp-aligning and keyword-biasing end-to-end ASR front-end for a KWS system	5
Depression-level assessment from multi-lingual conversational speech data using acoustic and text features	5
Speech emotion recognition based on emotion perception	5
RPCA-DRNN technique for monaural singing voice separation	5
An online algorithm for echo cancellation, dereverberation and noise reduction based on a Kalman-EM Method	4
AAM: a dataset of Artificial Audio Multitracks for diverse music information retrieval tasks	4
Audio source separation by activity probability detection with maximum correlation and simplex geometry	4
A survey of technologies for automatic Dysarthric speech recognition	4
Stripe-Transformer: deep stripe feature learning for music source separation	4
A CNN-based approach to identification of degradations in speech signals	4
Comparative evaluation of interpolation methods for the directivity of musical instruments	4
Paralinguistic singing attribute recognition using supervised machine learning for describing the classical tenor solo singing voice in vocal pedagogy	4
Trainable windows for SincNet architecture	3
Points2Sound: from mono to binaural audio using 3D point cloud scenes	3
U2-VC: one-shot voice conversion using two-level nested U-structure	3
Improving speech recognition systems for the morphologically complex Malayalam language using subword tokens for language modeling	3
Sparse pursuit and dictionary learning for blind source separation in polyphonic music recordings	3
Attention mechanism combined with residual recurrent neural network for sound event detection and localization	3
Supervised Attention Multi-Scale Temporal Convolutional Network for monaural speech enhancement	3
Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios	3
A large TV dataset for speech and music activity detection	3
Time-domain adaptive attention network for single-channel speech separation	3
Dynamic out-of-vocabulary word registration to language model for speech recognition	3
Deep semantic learning for acoustic scene classification	2
Pronunciation augmentation for Mandarin-English code-switching speech recognition	2
Correction: Trainable windows for SincNet architecture	2
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices	2
Convolutional neural networks for the classification of guitar effects and extraction of the parameter settings of single and multi-guitar effects from instrument mixes	2
Deep learning-based expressive speech synthesis: a systematic review of approaches, challenges, and resources	2
DeepDet: YAMNet with BottleNeck Attention Module (BAM) for TTS synthesis detection	2
Dual-branch attention module-based network with parameter sharing for joint sound event detection and localization	2
Masked multi-center angular margin loss for language recognition	2
An integrated MVDR beamformer for speech enhancement using a local microphone array and external microphones	2
Data-based spatial audio processing	2
Deep learning-based wave digital modeling of rate-dependent hysteretic nonlinearities for virtual analog applications	2
Unsupervised domain adaptation for lip reading based on cross-modal knowledge distillation	2
Cross-corpus speech emotion recognition using subspace learning and domain adaption	2
Speech emotion recognition based on Graph-LSTM neural network	2
Feature compensation based on independent noise estimation for robust speech recognition	2

Black-box adversarial attacks through speech distortion for speech emotion recognition	2
A recursive expectation-maximization algorithm for speaker tracking and separation	2
Frequency-dependent auto-pooling function for weakly supervised sound event detection	2
On the selection of the number of beamformers in beamforming-based binaural reproduction	2
Automatic detection of attachment style in married couples through conversation analysis	2
Channel and temporal-frequency attention UNet for monaural speech enhancement	2
Feature compensation based on the normalization of vocal tract length for the improvement of emotion-affected speech recognition	2
Sound field reconstruction using neural processes with dynamic kernels	2
Robust single- and multi-loudspeaker least-squares-based equalization for hearing devices	2
Direction-of-arrival and power spectral density estimation using a single directional microphone and group-sparse optimization	2
Automatic music signal mixing system based on one-dimensional Wave-U-Net autoencoders	2
A noise PSD estimation algorithm using derivative-based high-pass filter in non-stationary noise conditions	2
Musical note onset detection based on a spectral sparsity measure	2
Multi-source localization by using offset residual weight	2
PlugSonic: a web- and mobile-based platform for dynamic and navigable binaural audio	1
Vulnerability issues in Automatic Speaker Verification (ASV) systems	1
Residual feedback suppression with extended model-based postfilters	1
Cascade algorithms for combined acoustic feedback cancelation and noise reduction	1
Language agnostic missing subtitle detection	1
GLFER-Net: a polyphonic sound source localization and detection network based on global-local feature extraction and recalibration	1
A speech enhancement algorithm based on a non-negative hidden Markov model and Kullback-Leibler divergence	1
Multichannel speaker interference reduction using frequency domain adaptive filtering	1
Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniques	1
Sound event triage: detecting sound events considering priority of classes	1
Improving sign-algorithm convergence rate using natural gradient for lossless audio compression	1
Explicit-memory multiresolution adaptive framework for speech and music separation	1
A latent rhythm complexity model for attribute-controlled drum pattern generation	1
Heterogeneous separation consistency training for adaptation of unsupervised speech separation	1
W2VC: WavLM representation based one-shot voice conversion with gradient reversal distillation and CTC supervision	1
Learning-based robust speaker counting and separation with the aid of spatial coherence	1
Nonlinear residual echo suppression based on dual-stream DPRNN	1
Automatic discrimination between front and back ensemble locations in HRTF-convolved binaural recordings of music	1
Forward-backward recursive expectation-maximization for concurrent speaker tracking	1
Interaural time difference individualization in HRTF by scaling through anthropometric parameters	1
Parallel processing of distributed beamforming and multichannel linear prediction for speech denoising and deverberation in wireless acoustic sensor networks	1
Towards multidimensional attentive voice tracking—estimating voice state from auditory glimpses with regression neural networks and Monte Carlo sampling	1
Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy	1
Three-stage training and orthogonality regularization for spoken language recognition	1
A multichannel learning-based approach for sound source separation in reverberant environments	1
Correction to: An integrated MVDR beamformer for speech enhancement using a local microphone array and external microphones	1
Neural network-based non-intrusive speech quality assessment using attention pooling function	1
Deep encoder/decoder dual-path neural network for speech separation in noisy reverberation environments	1
Analysis of transition cost and model parameters in speaker diarization for meetings	1
An MMSE graph spectral magnitude estimator for speech signals residing on an undirected multiple graph	1
Variational Autoencoders for chord sequence generation conditioned on Western harmonic music complexity	1
Dual input neural networks for positional sound source localization	1
The whole is greater than the sum of its parts: improving music source separation by bridging networks	1
Fake speech detection using VGGish with attention block	1
Multi-rate modulation encoding via unsupervised learning for audio event detection	1
Automatic dysarthria detection and severity level assessment using CWT-layered CNN model	1
Multi-task deep cross-attention networks for far-field speaker verification and keyword spotting	1
Quantifying headphone listening experience in virtual sound environments using distraction	1