Computer Speech and Language

Article	Citations
A language-agnostic model of child language acquisition	84
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System	79
Stochastic Data-to-Text Generation Using Syntactic Dependency Information	79
Editorial Board	74
Editorial Board	44
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment	43
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN	43
Optimization of modular multi-speaker distant conversational speech recognition	42
Seq2Seq dynamic planning network for progressive text generation	40
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction	37
Towards privacy-preserving conversation analysis in everyday life: Exploring the privacy-utility trade-off	36
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning	34
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal	33
Editorial Board	26
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure	26
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition	26
Monotonic Gaussian regularization of attention for robust automatic speech recognition	24
Complementary regional energy features for spoofed speech detection	22
Multi-branch feature aggregation based on multiple weighting for speaker verification	22
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models	22
Vishing: Detecting social engineering in spoken communication — A first survey & urgent roadmap to address an emerging societal challenge	22
Contextual emotion detection using ensemble deep learning	21
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages	20
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion	19
Editorial Board	19

A hybrid approach to Natural Language Inference for the SICK dataset	18
Enhancing analysis of diadochokinetic speech using deep neural networks	18
Editorial Board	18
Maximal activation weighted memory for aspect based sentiment analysis	17
Augmentative and alternative speech communication (AASC) aid for people with dysarthria	17
Predicting accentedness and comprehensibility through ASR scores and acoustic features	17
Loanword identification based on web resources: A case study on wikipedia	17
MS-Swinformer and DMTL: Multi-scale spatial fusion and dynamic multi-task learning for speech emotion recognition	17
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source	16
The use of Active Learning systems for stimulus selection and response modelling in perception experiments	16
A lightweight approach based on prompt for few-shot relation extraction	16
Under the hood: Phonemic Restoration in transformer-based automatic speech recognition	16
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions	16
Combined generative and predictive modeling for speech super-resolution	16
English–Assamese neural machine translation using prior alignment and pre-trained language model	15
Emotion-guided cross-modal alignment for multimodal depression detection	15
Combining replay and LoRA for continual learning in natural language understanding	15
Conversations in the wild: Data collection, automatic generation and evaluation	15
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment	15
Editorial Board	15
A novel channel estimate for noise robust speech recognition	14
Privacy-preserving feature extractor using adversarial pruning for TBI assessment from speech	14
Compress, Align, and Transfer: A new method for transferring pre-trained language models knowledge to CTC-based speech recognition	14
Meta adversarial learning improves low-resource speech recognition	14
SecNLP: An NLP classification model watermarking framework based on multi-task learning	13
Editorial Board	13
A bias evaluation solution for multiple sensitive attribute speech recognition	13
Evidence and Axial Attention Guided Document-level Relation Extraction	13
Performance assessment of voice conversion models using speech production-based parameters	13
Keyword Mamba: Spoken keyword spotting with state space models	13
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments	13
Modality fusion using auxiliary tasks for dementia detection	12
A novel graph kernel algorithm for improving the effect of text classification	12
Addressing subjectivity in paralinguistic data labeling for improved classification performance: A case study with Spanish-speaking Mexican children using data balancing and semi-supervised learning	12
Tailored design of Audio–Visual Speech Recognition models using Branchformers	12
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus	12
MPSA-DenseNet: A novel deep learning model for English accent classification	12
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation	12
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis	12
A flexible BERT model enabling width- and depth-dynamic inference	12
Towards inclusive automatic speech recognition	12
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer	12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection	12
Improved relation extraction through key phrase identification using community detection on dependency trees	12
Entrainment detection using DNN	12
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model	12
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents	11
Raw acoustic-articulatory multimodal dysarthric speech recognition	11
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems	11
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech	11

Towards decoupling frontend enhancement and backend recognition in monaural robust ASR	11
GenCeption: Evaluate vision LLMs with unlabeled unimodal data	11
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement	11
A closer look at reinforcement learning-based automatic speech recognition	10
Multi-task unified model for Chinese aspect-based sentiment analysis	10
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge	10
An experimental study of diffusion-based general speech restoration with predictive-guided conditioning	10
Prototypical networks relation classification model based on entity convolution	10
Listening to Variation: Human and Whisper Responses to Grammatical Gender Agreement	10
Test-retest reliability of acoustic and linguistic measures of speech tasks	10
DiffATSM: High quality adaptive time-scale modification using diffusion-based post-processing	9
Multiple time-instances features based approach for reference-free speech quality measurement	9
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework	9
Towards lifelong human assisted speaker diarization	9
A neural network approach for speech enhancement and noise-robust bandwidth extension	9
Continual End-to-End Speech-to-Text translation using augmented bi-sampler	9
Morse wavelet transform-based features for voice liveness detection	8
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 2023	8
Adaptive feature extraction for entity relation extraction	8
Universal constituency treebanking and parsing: A pilot study	8
Deep feature representations and fusion strategies for speech emotion recognition from acoustic and linguistic modalities: A systematic review	8
A novel approach to cross-linguistic transfer learning for hope speech detection in Tamil and Malayalam	8
End-to-End Speech-to-Text Translation: A Survey	8
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech	8
Speech self-supervised representations benchmarking: A case for larger probing heads	7
Pitch-Aware multi-feature fusion for classifying statements, questions, and exclamations in low-resource languages	7
Goal-oriented conditional variational autoencoders for proactive and knowledge-aware conversational recommender system	7
V-APA: A Voice-driven Agentic Process Automation System	7
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations	7
Measuring and implementing lexical alignment: A systematic literature review	7
Three-stage modular speaker diarization collaborating with front-end techniques in the CHiME-8 NOTSOFAR-1 challenge	7
SEBGM: Sentence Embedding Based on Generation Model with multi-task learning	7
An automated quality evaluation framework of psychotherapy conversations with local quality estimates	7
Significance of chirp MFCC as a feature in speech and audio applications	7
Minerva 2 for speech and language tasks	7
Classification of stuttering – The ComParE challenge and beyond	7
Automatic screening of mild cognitive impairment and Alzheimer’s disease by means of posterior-thresholding hesitation representation	7
Channel and channel subband selection for speaker diarization	6
A cross-attention augmented model for event-triggered context-aware story generation	6
Using Knowledge Induction strategies: LLMs can do better in knowledge-driven dialogue tasks	6
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions	6
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia	6
Preserving speaker information in direct Speech-to-Speech Translation with non-autoregressive generation and pre-training	6
Improving named entity correctness of abstractive summarization by generative negative sampling	6
Spoofing countermeasure for fake speech detection using brute force features	6
QuAVA: A privacy-aware architecture for conversational desktop Content Retrieval systems	6
Multilingual non-intrusive binaural intelligibility prediction based on phone classification	6
A knowledge-augmented heterogeneous graph convolutional network for aspect-level multimodal sentiment analysis	6
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues	6
C-KGE: Curriculum learning-based Knowledge Graph Embedding	6
A new speech corpus of super-elderly Japanese for acoustic modeling	5
Editorial Board	5
Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data	5
Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement	5
Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition	5
On significance of constant-Q transform for pop noise detection	5
Neural referential form selection: Generalisability and interpretability	5
A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities	5
Towards better Chinese-centric neural machine translation for low-resource languages	5
Two evaluations on Ontology-style relation annotations	5
Accurate speaker counting, diarization and separation for advanced recognition of multichannel multispeaker conversations	5
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification	5
On the use of DiaPer models and matching algorithm for RTVE speaker diarization 2024 dataset	5
Cross-lingual multi-speaker speech synthesis with limited bilingual training data	5
Uncertainty-aware non-autoregressive neural machine translation	5
FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition	5
Real-time audio enhancement framework for vocal performances based on LSTM and time-frequency masking algorithm	5
Optimizing pipeline task-oriented dialogue systems using post-processing networks	5
UniKDD: A Unified Generative model for Knowledge-driven Dialogue	5
One-class neural network with hybrid pooling on dual-band frequency for spoofing speech detection	5
LRetUNet: A U-Net-based retentive network for single-channel speech enhancement	5
Copiously Quote Classics: Improving Chinese Poetry Generation with historical allusion knowledge	5
Editorial Board	4
What’s so complex about conversational speech? A comparison of HMM-based and transformer-based ASR architectures	4
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition	4
Multi-task learning neural framework for categorizing sexism	4
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings	4
A code-mixed task-oriented dialog dataset for medical domain	4
TadaStride: Using time adaptive strides in audio data for effective downsampling	4
How to make embeddings suitable for PLDA	4

Predicting children’s perceived reading proficiency with prosody modeling	4
Editorial Board	4
Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning	4
Analysis of Instantaneous Frequency Components of Speech Signals for Epoch Extraction	4
Knowledge-grounded dialogue modelling with dialogue-state tracking, domain tracking, and entity extraction	4
Character expression for spoken dialogue systems with semi-supervised learning using Variational Auto-Encoder	4
Time–Frequency Causal Hidden Markov Model for speech-based Alzheimer’s disease longitudinal detection	4
A semi-supervised high-quality pseudo labels algorithm based on multi-constraint optimization for speech deception detection	4
COMPASS: A creative support system that alerts novelists to the unnoticed missing contents	4
Simultaneous speech and background sound recognition in diverse acoustic environments with branched neural networks	4
Spectral–temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection	4
Editorial Board	4
M-Sim: Multi-level Semantic Inference Model for Chinese short answer scoring in low-resource scenarios	4
Demystifying large language models in second language development research	4
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data	4
Trainable multi-channel front-ends for joint beamforming and speaker embedding extraction	4
EMGVox-GAN: A transformative approach to EMG-based speech synthesis, enhancing clarity, and efficiency via extensive dataset utilization	4
Speech acoustics to rt-MRI articulatory dynamics inversion with video diffusion model	4
Enhanced audio-visual speech enhancement with posterior sampling methods in recurrent variational autoencoders	4
New research on monaural speech segregation based on quality assessment	3
Sentiment analysis for live video comments with variational residual representations	3
Single-channel speech enhancement using colored spectrograms	3
Editorial Board	3
Supervised speech separation combined with adaptive beamforming	3
Incorporating external knowledge for text matching model	3
Multimodal laryngoscopic video analysis for assisted diagnosis of vocal fold paralysis	3
Automatic offline annotation of turn-taking transitions in task-oriented dialogue	3
Editorial Board	3
Modelling child comprehension: A case of suffixal passive construction in Korean	3
HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming	3
Editorial Board	3
AraFastQA: a transformer model for question-answering for Arabic language using few-shot learning	3
Deep learning-based speaker-adaptive postfiltering with limited adaptation data for embedded text-to-speech synthesis systems	3
Leveraging saliency-based pre-trained foundation model representations to uncover breathing patterns in speech	3
Gnowsis: Multimodal multitask learning for oral proficiency assessments	3
Speech intelligibility assessment of dysarthria using Fisher vector encoding	3
RepSum: A general abstractive summarization framework with dynamic word embedding representation correction	3
Exploring the ability of LLMs to classify written proficiency levels	3
The use of variable length stimuli for assessing segmental distortion in TTS evaluation	3
Train from scratch: Single-stage joint training of speech separation and recognition	3
Knowledge-enhanced meta-prompt for few-shot relation extraction	3
Self-feeding training method for semi-supervised grammatical error correction	3
A speech prediction model based on codec modeling and transformer decoding	3
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech	3
Editorial Board	3
A generalized decoding method for neural text generation	3
Robustness in deepfake speech detection: A survey of failure mechanisms including an experimental case study	3
Taking relations as known conditions: A tagging based method for relational triple extraction	3
Replay spoof detection using energy separation based instantaneous frequency estimation from quadrature and in-phase components	3
Survey of end-to-end multi-speaker automatic speech recognition for monaural audio	3
Multi-level context features extraction for named entity recognition	3
Towards explainable spoofed speech attribution and detection: A probabilistic approach for characterizing speech synthesizer components	3