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 2020-03-01 to 2024-03-01.)

Article	Citations
A review of infant cry analysis and classification	40
Ensemble of convolutional neural networks to improve animal audio classification	37
Multiclass audio segmentation based on recurrent neural networks for broadcast domain data	24
End-to-end speech emotion recognition using a novel context-stacking dilated convolution neural network	16
Progressive loss functions for speech enhancement with deep neural networks	14
Performance vs. hardware requirements in state-of-the-art automatic speech recognition	14
Dynamically localizing multiple speakers based on the time-frequency domain	14
Accent modification for speech recognition of non-native speakers using neural style transfer	14
A depthwise separable convolutional neural network for keyword spotting on an embedded system	12
Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks	11
An overview of machine learning and other data-based methods for spatial audio capture, processing, and reproduction	10
Auxiliary function-based algorithm for blind extraction of a moving speaker	10
dEchorate: a calibrated room impulse response dataset for echo-aware signal processing	9
Steerable differential beamformers with planar microphone arrays	8
Geometry calibration in wireless acoustic sensor networks utilizing DoA and distance information	8
Components loss for neural networks in mask-based speech enhancement	8
Automated audio captioning: an overview of recent progress and new challenges	8
Adversarial joint training with self-attention mechanism for robust end-to-end speech recognition	8
Acoustic DOA estimation using space alternating sparse Bayesian learning	7
Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices	7
Text-to-speech system for low-resource language using cross-lingual transfer learning and data augmentation	7
DOANet: a deep dilated convolutional neural network approach for search and rescue with drone-embedded sound source localization	6
Low-complexity artificial noise suppression methods for deep learning-based speech enhancement algorithms	6
MetaMGC: a music generation framework for concerts in metaverse	6
Joint speaker localization and array calibration using expectation-maximization	6

A simulation study on optimal scores for speaker recognition	6
Comparison of semi-supervised deep learning algorithms for audio classification	6
Time–frequency scattering accurately models auditory similarities between instrumental playing techniques	6
Depression-level assessment from multi-lingual conversational speech data using acoustic and text features	5
RPCA-DRNN technique for monaural singing voice separation	5
Transformer-based ensemble method for multiple predominant instruments recognition in polyphonic music	5
Anchor voiceprint recognition in live streaming via RawNet-SA and gated recurrent unit	5
Deep neural networks for automatic speech processing: a survey from large corpora to limited data	5
Improving low-resource Tibetan end-to-end ASR by multilingual and multilevel unit modeling	5
Estimation of acoustic echoes using expectation-maximization methods	5
Noise power spectral density scaled SNR response estimation with restricted range search for sound source localisation using unmanned aerial vehicles	4
Estimation of playable piano fingering by pitch-difference fingering match model	4
AUC optimization for deep learning-based voice activity detection	4
MYRiAD: a multi-array room acoustic database	4
Benefits of pre-trained mono- and cross-lingual speech representations for spoken language understanding of Dutch dysarthric speech	4
Audio source separation by activity probability detection with maximum correlation and simplex geometry	4
A CNN-based approach to identification of degradations in speech signals	4
Single-channel speech enhancement based on joint constrained dictionary learning	4
Discriminative features based on modified log magnitude spectrum for playback speech detection	4
Paralinguistic singing attribute recognition using supervised machine learning for describing the classical tenor solo singing voice in vocal pedagogy	4
An online algorithm for echo cancellation, dereverberation and noise reduction based on a Kalman-EM Method	3
Motor data-regularized nonnegative matrix factorization for ego-noise suppression	3
Timestamp-aligning and keyword-biasing end-to-end ASR front-end for a KWS system	3
Trainable windows for SincNet architecture	3
A large TV dataset for speech and music activity detection	3
Comparative evaluation of interpolation methods for the directivity of musical instruments	3
NMF-weighted SRP for multi-speaker direction of arrival estimation: robustness to spatial aliasing while exploiting sparsity in the atom-time domain	3
Sparse pursuit and dictionary learning for blind source separation in polyphonic music recordings	3
Dynamic out-of-vocabulary word registration to language model for speech recognition	3
Stripe-Transformer: deep stripe feature learning for music source separation	3
Beyond the Big Five personality traits for music recommendation systems	2
Frequency-dependent auto-pooling function for weakly supervised sound event detection	2
Automatic detection of attachment style in married couples through conversation analysis	2
Multi-source localization by using offset residual weight	2
Unsupervised domain adaptation for lip reading based on cross-modal knowledge distillation	2
Feature compensation based on independent noise estimation for robust speech recognition	2
Time-domain adaptive attention network for single-channel speech separation	2
AAM: a dataset of Artificial Audio Multitracks for diverse music information retrieval tasks	2
Quadratic approach for single-channel noise reduction	2
Cross-corpus speech emotion recognition using subspace learning and domain adaption	2
Automatic music signal mixing system based on one-dimensional Wave-U-Net autoencoders	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
Feature compensation based on the normalization of vocal tract length for the improvement of emotion-affected speech recognition	2
Review of methods for coding of speech signals	2
Automatic discrimination between front and back ensemble locations in HRTF-convolved binaural recordings of music	1
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices	1
Black-box adversarial attacks through speech distortion for speech emotion recognition	1
Forward-backward recursive expectation-maximization for concurrent speaker tracking	1

Convolutional neural networks for the classification of guitar effects and extraction of the parameter settings of single and multi-guitar effects from instrument mixes	1
Quantifying headphone listening experience in virtual sound environments using distraction	1
A multichannel learning-based approach for sound source separation in reverberant environments	1
Multi-task deep cross-attention networks for far-field speaker verification and keyword spotting	1
Analysis of transition cost and model parameters in speaker diarization for meetings	1
Attention mechanism combined with residual recurrent neural network for sound event detection and localization	1
Neural network-based non-intrusive speech quality assessment using attention pooling function	1
Correction to: An integrated MVDR beamformer for speech enhancement using a local microphone array and external microphones	1
Language agnostic missing subtitle detection	1
Pronunciation augmentation for Mandarin-English code-switching speech recognition	1
Dual input neural networks for positional sound source localization	1
Points2Sound: from mono to binaural audio using 3D point cloud scenes	1
Speech emotion recognition based on emotion perception	1
Robust single- and multi-loudspeaker least-squares-based equalization for hearing devices	1
U2-VC: one-shot voice conversion using two-level nested U-structure	1
Musical note onset detection based on a spectral sparsity measure	1
Direction-of-arrival and power spectral density estimation using a single directional microphone and group-sparse optimization	1
Robustness of ad hoc microphone clustering using speaker embeddings: evaluation under realistic and challenging scenarios	1
Residual feedback suppression with extended model-based postfilters	1
On the selection of the number of beamformers in beamforming-based binaural reproduction	1
Nonlinear residual echo suppression based on dual-stream DPRNN	1
Parallel processing of distributed beamforming and multichannel linear prediction for speech denoising and deverberation in wireless acoustic sensor networks	1
Multichannel speaker interference reduction using frequency domain adaptive filtering	1
A noise PSD estimation algorithm using derivative-based high-pass filter in non-stationary noise conditions	1
Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniques	1
Improving sign-algorithm convergence rate using natural gradient for lossless audio compression	1
A recursive expectation-maximization algorithm for speaker tracking and separation	1
Learning-based robust speaker counting and separation with the aid of spatial coherence	1
Three-stage training and orthogonality regularization for spoken language recognition	1
Improving speech recognition systems for the morphologically complex Malayalam language using subword tokens for language modeling	1
PlugSonic: a web- and mobile-based platform for dynamic and navigable binaural audio	1