Computer Speech and Language

Papers
(The median citation count of Computer Speech and Language 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 2021-09-01 to 2025-09-01.)
ArticleCitations
A language-agnostic model of child language acquisition210
Stochastic Data-to-Text Generation Using Syntactic Dependency Information109
Corpus and unsupervised benchmark: Towards Tagalog grammatical error correction108
Room impulse response reshaping-based expectation–maximization in an underdetermined reverberant environment72
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System65
Automatic detection of behavioural codes in team interactions64
Seq2Seq dynamic planning network for progressive text generation62
Speech enhancement approach for body-conducted unvoiced speech based on Taylor–Boltzmann machines trained DNN62
Identifying offensive memes in low-resource languages: A multi-modal multi-task approach using valence and arousal58
A method of phonemic annotation for Chinese dialects based on a deep learning model with adaptive temporal attention and a feature disentangling structure56
Editorial Board56
Monotonic Gaussian regularization of attention for robust automatic speech recognition55
Contextual emotion detection using ensemble deep learning48
Complementary regional energy features for spoofed speech detection47
Multi-branch feature aggregation based on multiple weighting for speaker verification42
PaSCoNT - Parallel Speech Corpus of Northern-central Thai for automatic speech recognition42
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning40
Misogynistic attitude detection in YouTube comments and replies: A high-quality dataset and algorithmic models34
Improving low-resource machine transliteration by using 3-way transfer learning34
Editorial Board29
Augmentative and alternative speech communication (AASC) aid for people with dysarthria27
Editorial Board27
Maximal activation weighted memory for aspect based sentiment analysis27
Unsupervised sign language validation process based on hand-motion parameter clustering27
Adversarial subsequences for unconditional text generation27
Enhancing analysis of diadochokinetic speech using deep neural networks26
A hybrid approach to Natural Language Inference for the SICK dataset25
Exploring accidental triggers of smart speakers25
A transformer-based spelling error correction framework for Bangla and resource scarce Indic languages24
Accentron: Foreign accent conversion to arbitrary non-native speakers using zero-shot learning22
Combining replay and LoRA for continual learning in natural language understanding21
Perceptions and reactions to conversational privacy initiated by a conversational user interface21
Improving self-supervised learning model for audio spoofing detection with layer-conditioned embedding fusion21
Preserving the beamforming effect for spatial cue-based pseudo-binaural dereverberation of a single source19
A lightweight approach based on prompt for few-shot relation extraction18
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions18
The use of Active Learning systems for stimulus selection and response modelling in perception experiments18
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review18
Loanword identification based on web resources: A case study on wikipedia18
English–Assamese neural machine translation using prior alignment and pre-trained language model17
A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment16
Enhancing Arabic aspect-based sentiment analysis using deep learning models16
Unsupervised induction of inflectional families15
Dialect Identification using Chroma-Spectral Shape Features with Ensemble Technique15
Conversations in the wild: Data collection, automatic generation and evaluation15
Editorial Board15
A novel channel estimate for noise robust speech recognition14
Evidence and Axial Attention Guided Document-level Relation Extraction14
Meta adversarial learning improves low-resource speech recognition14
Effects of cross-cultural language differences on social cognition during human-agent interaction in cooperative game environments14
Editorial Board13
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A bias evaluation solution for multiple sensitive attribute speech recognition13
Adjustable deterministic pseudonymization of speech13
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection12
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection12
Named entity recognition using neural language model and CRF for Hindi language12
MPSA-DenseNet: A novel deep learning model for English accent classification12
SecNLP: An NLP classification model watermarking framework based on multi-task learning12
FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generation11
Improved relation extraction through key phrase identification using community detection on dependency trees11
Phase sensitive masking-based single channel speech enhancement using conditional generative adversarial network11
Addressing subjectivity in paralinguistic data labeling for improved classification performance: A case study with Spanish-speaking Mexican children using data balancing and semi-supervised learning11
Effective infant cry signal analysis and reasoning using IARO based leaky Bi-LSTM model11
Towards a unified assessment framework of speech pseudonymisation11
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis10
A flexible BERT model enabling width- and depth-dynamic inference10
Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement10
Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer10
Detection of vowel transition regions from Hindi language10
A computational analysis of transcribed speech of people living with dementia: The Anchise 2022 Corpus10
Towards inclusive automatic speech recognition10
Editorial Board10
Towards detecting the level of trust in the skills of a virtual assistant from the user’s speech9
A tag-based methodology for the detection of user repair strategies in task-oriented conversational agents9
A review of speaker diarization: Recent advances with deep learning9
Multiple time-instances features based approach for reference-free speech quality measurement9
GenCeption: Evaluate vision LLMs with unlabeled unimodal data9
Generating identities with mixture models for speaker anonymization9
A closer look at reinforcement learning-based automatic speech recognition9
Automated grapheme-to-phoneme conversion for Central Kurdish based on optimality theory9
Conversation Initiation of Mothers, Fathers, and Toddlers in their Natural Home Environment9
Improving BERT with local context comprehension for multi-turn response selection in retrieval-based dialogue systems9
Prototypical networks relation classification model based on entity convolution9
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge9
Towards lifelong human assisted speaker diarization9
Two in One: A multi-task framework for politeness turn identification and phrase extraction in goal-oriented conversations8
Speech self-supervised representations benchmarking: A case for larger probing heads8
Adaptive feature extraction for entity relation extraction8
Hate speech and offensive language detection in Dravidian languages using deep ensemble framework8
Evaluating voice-assistant commands for dementia detection8
Generative adversarial networks for speech processing: A review8
Measuring and implementing lexical alignment: A systematic literature review8
Classification of stuttering – The ComParE challenge and beyond8
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks8
End-to-End Speech-to-Text Translation: A Survey8
Refining the evaluation of speech synthesis: A summary of the Blizzard Challenge 20238
Test-retest reliability of acoustic and linguistic measures of speech tasks8
Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech8
Significance of chirp MFCC as a feature in speech and audio applications8
Deep feature representations and fusion strategies for speech emotion recognition from acoustic and linguistic modalities: A systematic review8
A physical exertion inspired multi-task learning framework for detecting out-of-breath speech8
Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia8
Arabic speech recognition by end-to-end, modular systems and human8
A neural network approach for speech enhancement and noise-robust bandwidth extension8
Automatic speaker independent dysarthric speech intelligibility assessment system8
Morse wavelet transform-based features for voice liveness detection8
An automated quality evaluation framework of psychotherapy conversations with local quality estimates7
Improving named entity correctness of abstractive summarization by generative negative sampling7
A knowledge-augmented heterogeneous graph convolutional network for aspect-level multimodal sentiment analysis7
Discovering phonetic inventories with crosslingual automatic speech recognition7
Goal-oriented conditional variational autoencoders for proactive and knowledge-aware conversational recommender system7
Channel and channel subband selection for speaker diarization7
Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features7
A cross-attention augmented model for event-triggered context-aware story generation7
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia7
Spoofing countermeasure for fake speech detection using brute force features7
SEBGM: Sentence Embedding Based on Generation Model with multi-task learning7
Lightweight and irreversible speech pseudonymization based on data-driven optimization of cascaded voice modification modules7
Two evaluations on Ontology-style relation annotations6
Automatic screening of mild cognitive impairment and Alzheimer’s disease by means of posterior-thresholding hesitation representation6
Building a text retrieval system for the Sanskrit language: Exploring indexing, stemming, and searching issues6
Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data6
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions6
FE-CFNER: Feature Enhancement-based approach for Chinese Few-shot Named Entity Recognition6
Multilingual non-intrusive binaural intelligibility prediction based on phone classification6
C-KGE: Curriculum learning-based Knowledge Graph Embedding6
Talking-heads attention-based knowledge representation for link prediction6
Towards better Chinese-centric neural machine translation for low-resource languages6
Optimizing pipeline task-oriented dialogue systems using post-processing networks6
A new speech corpus of super-elderly Japanese for acoustic modeling6
A potential relation trigger method for entity-relation quintuple extraction in text with excessive entities6
Accurate speaker counting, diarization and separation for advanced recognition of multichannel multispeaker conversations6
A study of vowel nasalization using instantaneous spectra5
LRetUNet: A U-Net-based retentive network for single-channel speech enhancement5
Exploring intrinsic information content models for addressing the issues of traditional semantic measures to evaluate verb similarity5
An optimal approach for text feature selection5
Neural referential form selection: Generalisability and interpretability5
Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement5
UniKDD: A Unified Generative model for Knowledge-driven Dialogue5
On significance of constant-Q transform for pop noise detection5
Language-independent extractive automatic text summarization based on automatic keyword extraction5
Speaking to remember: Model-based adaptive vocabulary learning using automatic speech recognition5
EMGVox-GAN: A transformative approach to EMG-based speech synthesis, enhancing clarity, and efficiency via extensive dataset utilization5
Editorial Board5
Cross-lingual multi-speaker speech synthesis with limited bilingual training data5
Uncertainty-aware non-autoregressive neural machine translation5
A novel word sense disambiguation approach using WordNet knowledge graph5
Editorial Board5
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification5
Combining context-relevant features with multi-stage attention network for short text classification4
Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition4
How to make embeddings suitable for PLDA4
TadaStride: Using time adaptive strides in audio data for effective downsampling4
An analysis of machine learning models for sentiment analysis of Tamil code-mixed data4
Spectral–temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection4
Multi-task learning neural framework for categorizing sexism4
Character expression for spoken dialogue systems with semi-supervised learning using Variational Auto-Encoder4
COMPASS: A creative support system that alerts novelists to the unnoticed missing contents4
A code-mixed task-oriented dialog dataset for medical domain4
A semi-supervised high-quality pseudo labels algorithm based on multi-constraint optimization for speech deception detection4
Speaker anonymization by modifying fundamental frequency and x-vector singular value4
Sequential routing framework: Fully capsule network-based speech recognition4
Dereverberation of autoregressive envelopes for far-field speech recognition4
M-Sim: Multi-level Semantic Inference Model for Chinese short answer scoring in low-resource scenarios4
Copiously Quote Classics: Improving Chinese Poetry Generation with historical allusion knowledge4
Cross-lingual transfer learning for relation extraction using Universal Dependencies4
Predicting children’s perceived reading proficiency with prosody modeling4
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings4
Knowledge-grounded dialogue modelling with dialogue-state tracking, domain tracking, and entity extraction4
Editorial Board3
Automatic offline annotation of turn-taking transitions in task-oriented dialogue3
Editorial Board3
Taking relations as known conditions: A tagging based method for relational triple extraction3
Joint speaker diarization and speech recognition based on region proposal networks3
Train from scratch: Single-stage joint training of speech separation and recognition3
Knowledge-enhanced meta-prompt for few-shot relation extraction3
Spoken language interaction with robots: Recommendations for future research3
Demystifying large language models in second language development research3
Editorial Board3
Editorial Board3
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech3
Editorial Board3
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Discriminating speech traits of Alzheimer's disease assessed through a corpus of reading task for Spanish language3
Supervised speech separation combined with adaptive beamforming3
New research on monaural speech segregation based on quality assessment3
Overlapped Speech Detection and speaker counting using distant microphone arrays3
Self-feeding training method for semi-supervised grammatical error correction3
Editorial Board3
Deep learning-based speaker-adaptive postfiltering with limited adaptation data for embedded text-to-speech synthesis systems3
Multi-level context features extraction for named entity recognition3
Exploring the ability of LLMs to classify written proficiency levels3
An automatic Alzheimer’s disease classifier based on spontaneous spoken English3
HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming3
Joint emotion label space modeling for affect lexica3
Analysis of Instantaneous Frequency Components of Speech Signals for Epoch Extraction3
Modelling child comprehension: A case of suffixal passive construction in Korean3
Single-channel speech enhancement using colored spectrograms3
Enhancing Turkish Coreference Resolution: Insights from deep learning, dropped pronouns, and multilingual transfer learning3
What’s so complex about conversational speech? A comparison of HMM-based and transformer-based ASR architectures3
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