OOIR: Observatory of International Research

Papers

(The TQCC of EURASIP Journal on Audio Speech and Music Processing is 4. 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 2020-04-01 to 2024-04-01.)

Article	Citations
A review of infant cry analysis and classification	42
Ensemble of convolutional neural networks to improve animal audio classification	38
End-to-end speech emotion recognition using a novel context-stacking dilated convolution neural network	17
Progressive loss functions for speech enhancement with deep neural networks	15
Accent modification for speech recognition of non-native speakers using neural style transfer	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
A depthwise separable convolutional neural network for keyword spotting on an embedded system	13
Auxiliary function-based algorithm for blind extraction of a moving speaker	11
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
dEchorate: a calibrated room impulse response dataset for echo-aware signal processing	9
Geometry calibration in wireless acoustic sensor networks utilizing DoA and distance information	9
Adversarial joint training with self-attention mechanism for robust end-to-end speech recognition	8
Steerable differential beamformers with planar microphone arrays	8
Automated audio captioning: an overview of recent progress and new challenges	8
Components loss for neural networks in mask-based speech enhancement	8
Transformer-based ensemble method for multiple predominant instruments recognition in polyphonic music	7
Text-to-speech system for low-resource language using cross-lingual transfer learning and data augmentation	7
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
Improving low-resource Tibetan end-to-end ASR by multilingual and multilevel unit modeling	6
DOANet: a deep dilated convolutional neural network approach for search and rescue with drone-embedded sound source localization	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
MetaMGC: a music generation framework for concerts in metaverse	6
Low-complexity artificial noise suppression methods for deep learning-based speech enhancement algorithms	6
Deep neural networks for automatic speech processing: a survey from large corpora to limited data	6
Anchor voiceprint recognition in live streaming via RawNet-SA and gated recurrent unit	5
Estimation of acoustic echoes using expectation-maximization methods	5
Depression-level assessment from multi-lingual conversational speech data using acoustic and text features	5
RPCA-DRNN technique for monaural singing voice separation	5
Comparative evaluation of interpolation methods for the directivity of musical instruments	4
Audio source separation by activity probability detection with maximum correlation and simplex geometry	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
Timestamp-aligning and keyword-biasing end-to-end ASR front-end for a KWS system	4
Paralinguistic singing attribute recognition using supervised machine learning for describing the classical tenor solo singing voice in vocal pedagogy	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
AUC optimization for deep learning-based voice activity detection	4
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