OOIR: Observatory of International Research

Papers

(The TQCC of Speech Communication is 5. 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
Speech emotion recognition using fusion of three multi-task learning-based classifiers: HSF-DNN, MS-CNN and LLD-RNN	89
Learning deep multimodal affective features for spontaneous speech emotion recognition	51
Egyptian Arabic speech emotion recognition using prosodic, spectral and wavelet features	49
Masked multi-head self-attention for causal speech enhancement	45
CN-Celeb: Multi-genre speaker recognition	41
Emotional voice conversion: Theory, databases and ESD	36
Survey on bimodal speech emotion recognition from acoustic and linguistic information fusion	33
The Hearing-Aid Speech Perception Index (HASPI) Version 2	30
Two-stage dimensional emotion recognition by fusing predictions of acoustic and text networks using SVM	24
Fusion of deep learning features with mixture of brain emotional learning for audio-visual emotion recognition	21
A review of multi-objective deep learning speech denoising methods	21
Parallel Representation Learning for the Classification of Pathological Speech: Studies on Parkinson’s Disease and Cleft Lip and Palate	20
Multi-modal speech emotion recognition using self-attention mechanism and multi-scale fusion framework	19
Unsupervised Automatic Speech Recognition: A review	19
CyTex: Transforming speech to textured images for speech emotion recognition	19
A time–frequency smoothing neural network for speech enhancement	18
An Iterative Graph Spectral Subtraction Method for Speech Enhancement	18
Learning affective representations based on magnitude and dynamic relative phase information for speech emotion recognition	17
Improving generative adversarial networks for speech enhancement through regularization of latent representations	17
Speech enhancement using a DNN-augmented colored-noise Kalman filter	17
Automatic accent identification as an analytical tool for accent robust automatic speech recognition	17
B&Anet: Combining bidirectional LSTM and self-attention for end-to-end learning of task-oriented dialogue system	16
Speech pause distribution as an early marker for Alzheimer’s disease	16
Computer-assisted pronunciation training—Speech synthesis is almost all you need	15
A supervised non-negative matrix factorization model for speech emotion recognition	15

GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition	15
A formant modification method for improved ASR of children’s speech	15
Text-conditioned Transformer for automatic pronunciation error detection	15
Modulation spectral features for speech emotion recognition using deep neural networks	14
Amplitude and Frequency Modulation-based features for detection of replay Spoof Speech	14
DeepConversion: Voice conversion with limited parallel training data	14
Automatic quality control and enhancement for voice-based remote Parkinson’s disease detection	13
Analysis and classification of phonation types in speech and singing voice	13
PACDNN: A phase-aware composite deep neural network for speech enhancement	13
Automatic speaker profiling from short duration speech data	13
Perceptual realization of Greek consonants by Russian monolingual speakers	13
Improving phoneme recognition of throat microphone speech recordings using transfer learning	12
A study on data augmentation in voice anti-spoofing	12
Analytic phase features for dysarthric speech detection and intelligibility assessment	12
Phonetic accommodation to natural and synthetic voices: Behavior of groups and individuals in speech shadowing	12
Model architectures to extrapolate emotional expressions in DNN-based text-to-speech	12
Automatic classification of infant vocalization sequences with convolutional neural networks	12
Read speech voice quality and disfluency in individuals with recent suicidal ideation or suicide attempt	12
The interplay of prosodic cues in the L2: How intonation, rhythm, and speech rate in speech by Spanish learners of Dutch contribute to L1 Dutch perceptions of accentedness and comprehensibility	11
Speech signal processing on graphs: The graph frequency analysis and an improved graph Wiener filtering method	11
Uneven success: automatic speech recognition and ethnicity-related dialects	11
A method for improving bot effectiveness by recognising implicit customer intent in contact centre conversations	9
Seeing lexical tone: Head and face motion in production and perception of Cantonese lexical tones	9
Accuracy, recording interference, and articulatory quality of headsets for ultrasound recordings	9
An investigation of domain adaptation in speaker embedding space for speaker recognition	9
Analysis of glottal inverse filtering in the presence of source-filter interaction	9
A two-stage complex network using cycle-consistent generative adversarial networks for speech enhancement	9
A cross-linguistic analysis of the temporal dynamics of turn-taking cues using machine learning as a descriptive tool	9
Significance of spectral cues in automatic speech segmentation for Indian language speech synthesizers	8
Cross-modal information fusion for voice spoofing detection	8
Affective synthesis and animation of arm gestures from speech prosody	8
Non-intrusive quality assessment of noise-suppressed speech using unsupervised deep features	8
Nonlinear waveform distortion: Assessment and detection of clipping on speech data and systems	8
Bangladeshi Bangla speech corpus for automatic speech recognition research	8
Sinusoidal model-based hypernasality detection in cleft palate speech using CVCV sequence	8
Discriminative neural network pruning in a multiclass environment: A case study in spoken emotion recognition	8
Multistage approach for steerable differential beamforming with rectangular arrays	8
NHSS: A speech and singing parallel database	8
Automatic Speech Recognition and Pronunciation Error Detection of Dutch Non-native Speech: cumulating speech resources in a pluricentric language	7
Acoustic and temporal representations in convolutional neural network models of prosodic events	7
RPCA-based real-time speech and music separation method	7
Learning transfer from singing to speech: Insights from vowel analyses in aging amateur singers and non-singers	7
GEDI: Gammachirp envelope distortion index for predicting intelligibility of enhanced speech	7
Acoustic differences in emotional speech of people with dysarthria	7
Computer-assisted assessment of phonetic fluency in a second language: a longitudinal study of Japanese learners of French	7
Multilingual speech recognition for GlobalPhone languages	6
Improving speaker de-identification with functional data analysis of f0 trajectories	6
An automated integrated speech and face imageanalysis system for the identification of human emotions	6
A unified system for multilingual speech recognition and language identification	6
The effect of sampling variability on systems and individual speakers in likelihood ratio-based forensic voice comparison	6

Multi-level self-attentive TDNN: A general and efficient approach to summarize speech into discriminative utterance-level representations	6
Data augmentation based non-parallel voice conversion with frame-level speaker disentangler	6
A bimodal network based on Audio–Text-Interactional-Attention with ArcFace loss for speech emotion recognition	6
Comparing the nativeness vs. intelligibility approach in prosody instruction for developing speaking skills by interpreter trainees: An experimental study	6
Fundamental frequency feature warping for frequency normalization and data augmentation in child automatic speech recognition	6
Deep Gaussian process based multi-speaker speech synthesis with latent speaker representation	6
Automatic intelligibility assessment of dysarthric speech using glottal parameters	6
Cosine metric learning based speaker verification	6
Prosodic alignment toward emotionally expressive speech: Comparing human and Alexa model talkers	6
Analysis of trade-offs between magnitude and phase estimation in loss functions for speech denoising and dereverberation	6
Exploiting ultrasound tongue imaging for the automatic detection of speech articulation errors	6
Foreign accent strength and intelligibility at the segmental level	6
Discriminative speaker embedding with serialized multi-layer multi-head attention	6
Assessing child communication engagement and statistical speech patterns for American English via speech recognition in naturalistic active learning spaces	6
Adaptive and hybrid Kronecker product beamforming for far-field speech signals	5
CASE-Net: Integrating local and non-local attention operations for speech enhancement	5
Phonetic imitation of multidimensional acoustic variation of the nasal split short-a system	5
Acoustic model-based subword tokenization and prosodic-context extraction without language knowledge for text-to-speech synthesis	5
The Lombard intelligibility benefit of native and non-native speech for native and non-native listeners	5
Modeling concurrent vowel identification for shorter durations	5
Modelling speaker-size discrimination with voiced and unvoiced speech sounds based on the effect of spectral lift	5
Effects of the piriform fossae, transvelar acoustic coupling, and laryngeal wall vibration on the naturalness of articulatory speech synthesis	5
Glottal flow characteristics in vowels produced by speakers with heart failure	5
End-to-end acoustic modelling for phone recognition of young readers	5
An empirical study of the effect of acoustic-prosodic entrainment on the perceived trustworthiness of conversational avatars	5
Analysis of acoustic and voice quality features for the classification of infant and mother vocalizations	5