OOIR: Observatory of International Research

Papers

(The TQCC 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 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
Dynamically localizing multiple speakers based on the time-frequency domain	18
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
Progressive loss functions for speech enhancement with deep neural networks	17
An overview of machine learning and other data-based methods for spatial audio capture, processing, and reproduction	16
Performance vs. hardware requirements in state-of-the-art automatic speech recognition	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
Acoustic DOA estimation using space alternating sparse Bayesian learning	11
Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks	11
Components loss for neural networks in mask-based speech enhancement	10
MetaMGC: a music generation framework for concerts in metaverse	10
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
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
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
DOANet: a deep dilated convolutional neural network approach for search and rescue with drone-embedded sound source localization	6
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
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
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
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
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
Dynamic out-of-vocabulary word registration to language model for speech recognition	3
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