Spoken command of large mobile robots in outdoor environments. - Ekapol Chuangsuwanich; D. Scott Cyphers; James R. Glass; Seth J. Teller (SLT, 2010)

Robust Voice Activity Detector for Real World Applications Using Harmonicity and Modulation Frequency. - Ekapol Chuangsuwanich; James R. Glass (INTERSPEECH, 2011)

Exploiting Intra-Conversation Variability for Speaker Diarization. - Stephen Shum 001; Najim Dehak; Ekapol Chuangsuwanich; Douglas A. Reynolds; James R. Glass (INTERSPEECH, 2011)

Handling uncertain observations in unsupervised topic-mixture language model adaptation. - Ekapol Chuangsuwanich; Shinji Watanabe 001; Takaaki Hori; Tomoharu Iwata; James R. Glass (ICASSP, 2012)

Extracting deep neural network bottleneck features using low-rank matrix factorization. - Yu Zhang 033; Ekapol Chuangsuwanich; James R. Glass (ICASSP, 2014)

Language ID-based training of multilingual stacked bottleneck features. - Anne Cutler; Yu Zhang 033; Ekapol Chuangsuwanich; James R. Glass (INTERSPEECH, 2014)

Graph-based re-ranking using acoustic feature similarity between search results for spoken term detection on low-resource languages. - Hung-yi Lee; Yu Zhang 033; Ekapol Chuangsuwanich; James R. Glass (INTERSPEECH, 2014)

A Situationally Aware Voice-commandable Robotic Forklift Working Alongside People in Unstructured Outdoor Environments. - Matthew R. Walter; Matthew E. Antone; Ekapol Chuangsuwanich; Andrew Correa; Randall Davis; Luke Fletcher; Emilio Frazzoli; Yuli Friedman; James R. Glass; Jonathan P. How; Jeong hwan Jeon; Sertac Karaman; et al. (J. Field Robotics, 2015)

Multilingual data selection for training stacked bottleneck features. - Ekapol Chuangsuwanich; Yu Zhang 033; James R. Glass (ICASSP, 2016)

Prediction-adaptation-correction recurrent neural networks for low-resource language speech recognition. - Yu Zhang 033; Ekapol Chuangsuwanich; James R. Glass; Dong Yu 001 (ICASSP, 2016)

Multilingual techniques for low resource automatic speech recognition. - Ekapol Chuangsuwanich (2016)

Algorithmic Music Composition Comparison. - Panida Wiriyachaiporn; Kankawee Chanasit; Atiwong Suchato; Proadpran Punyabukkana; Ekapol Chuangsuwanich (JCSSE, 2018)

Towards Asynchronous Motor Imagery-Based Brain-Computer Interfaces: a joint training scheme using deep learning. - Patcharin Cheng; Phairot Autthasan; Boriwat Pijarana; Ekapol Chuangsuwanich; Theerawit Wilaiprasitporn (TENCON, 2018)

Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network. - Itthi Chatnuntawech; Kittipong Tantisantisom; Paisan Khanchaitit; Thitikorn Boonkoom; Berkin Bilgic; Ekapol Chuangsuwanich (CoRR, 2018)

Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder. - Apiwat Ditthapron; Nannapas Banluesombatkul; Sombat Ketrat; Ekapol Chuangsuwanich; Theerawit Wilaiprasitporn (IEEE Access, 2019)

MHCSeqNet: a deep neural network model for universal MHC binding prediction. - Poomarin Phloyphisut; Natapol Pornputtapong; Sira Sriswasdi; Ekapol Chuangsuwanich (BMC Bioinform., 2019)

Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations. - Chanatip Saetia; Ekapol Chuangsuwanich; Tawunrat Chalothorn; Peerapon Vateekul (CoRR, 2019)

A comparative study for interpreting deep learning prediction of the Parkinson's disease diagnosis from SPECT imaging. - Theerasarn Pianpanit; Sermkiat Lolak; Phattarapong Sawangjai; Apiwat Ditthapron; Sanparith Marukatat; Ekapol Chuangsuwanich; Theerawit Wilaiprasitporn (CoRR, 2019)

Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble. - Peerat Limkonchotiwat; Wannaphong Phatthiyaphaibun; Raheem Sarwar; Ekapol Chuangsuwanich; Sarana Nutanong (EMNLP (1), 2020)

A Comparative Study of Pretrained Language Models for Automated Essay Scoring with Adversarial Inputs. - Phakawat Wangkriangkri; Chanissara Viboonlarp; Attapol T. Rutherford; Ekapol Chuangsuwanich (TENCON, 2020)

MaligNet: Semisupervised Learning for Bone Lesion Instance Segmentation Using Bone Scintigraphy. - Terapap Apiparakoon; Nutthaphol Rakratchatakul; Maythinee Chantadisai; Usanee Vutrapongwatana; Kanaungnit Kingpetch; Sasitorn Sirisalipoch; Yothin Rakvongthai; Tawatchai Chaiwatanarat; Ekapol Chuangsuwanich (IEEE Access, 2020)

Generating Realistic Users Using Generative Adversarial Network With Recommendation-Based Embedding. - Parichat Chonwiharnphan; Pipop Thienprapasith; Ekapol Chuangsuwanich (IEEE Access, 2020)

Thai Spelling Correction and Word Normalization on Social Text Using a Two-Stage Pipeline With Neural Contextual Attention. - Anuruth Lertpiya; Tawunrat Chalothorn; Ekapol Chuangsuwanich (IEEE Access, 2020)

CAG: Stylometric Authorship Attribution of Multi-Author Documents Using a Co-Authorship Graph. - Raheem Sarwar; Norawit Urailertprasert; Nattapol Vannaboot; Chenyun Yu; Thanawin Rakthanmanon; Ekapol Chuangsuwanich; Sarana Nutanong (IEEE Access, 2020)

MetaSleepLearner: Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. - Nannapas Banluesombatkul; Pichayoot Ouppaphan; Pitshaporn Leelaarporn; Payongkit Lakhan; Busarakum Chaitusaney; Nattapong Jaimchariyatam; Ekapol Chuangsuwanich; Nat Dilokthanakul; Theerawit Wilaiprasitporn (CoRR, 2020)

High resolution weakly supervised localization architectures for medical images. - Konpat Preechakul; Sira Sriswasdi; Boonserm Kijsirikul; Ekapol Chuangsuwanich (CoRR, 2020)

Affective EEG-Based Person Identification Using the Deep Learning Approach. - Theerawit Wilaiprasitporn; Apiwat Ditthapron; Karis Matchaparn; Tanaboon Tongbuasirilai; Nannapas Banluesombatkul; Ekapol Chuangsuwanich (IEEE Trans. Cogn. Dev. Syst., 2020)

Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation. - Peerat Limkonchotiwat; Wannaphong Phatthiyaphaibun; Raheem Sarwar; Ekapol Chuangsuwanich; Sarana Nutanong (ACL/IJCNLP (Findings), 2021)

Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval. - Nattapol Trijakwanich; Peerat Limkonchotiwat; Raheem Sarwar; Wannaphong Phatthiyaphaibun; Ekapol Chuangsuwanich; Sarana Nutanong (EMNLP (Findings), 2021)

Reducing Spelling Inconsistencies in Code-Switching ASR Using Contextualized CTC Loss. - Burin Naowarat; Thananchai Kongthaworn; Korrawe Karunratanakul; Sheng Hui Wu; Ekapol Chuangsuwanich (ICASSP, 2021)

Spectral and Latent Speech Representation Distortion for TTS Evaluation. - Thananchai Kongthaworn; Burin Naowarat; Ekapol Chuangsuwanich (Interspeech, 2021)

Stacking Ensemble Learning for Housing Price Prediction: a Case Study in Thailand. - Gan Srirutchataboon; Saranpat Prasertthum; Ekapol Chuangsuwanich; Ploy N. Pratanwanich; Chotirat Ratanamahatana (KST, 2021)

Set Prediction in the Latent Space. - Konpat Preechakul; Chawan Piansaddhayanon; Burin Naowarat; Tirasan Khandhawit; Sira Sriswasdi; Ekapol Chuangsuwanich (NeurIPS, 2021)

AI Builders: Teaching Thai Students to Build End-to-End Machine Learning Projects Online. - Charin Polpanumas; Peerat Limkonchotiwat; Benyapa Matupumanon; Chompakorn Chaksangchaichot; Natkrita Chumlek; Nattakarn Phaphoom; Pakin Siwatammarat; Pined Laohapiengsak; Sukrit Amornpornwiwat; Witchapong Daroontham; Ekapol Chuangsuwanich; Kowin Kulruchakorn; et al. (TALE, 2021)

A Real Estate Valuation Model Using Boosted Feature Selection. - Kankawee Chanasit; Ekapol Chuangsuwanich; Atiwong Suchato; Proadpran Punyabukkana (IEEE Access, 2021)

Real Estate Recommendation Approach for Solving the Item Cold-Start Problem. - Jirut Polohakul; Ekapol Chuangsuwanich; Atiwong Suchato; Proadpran Punyabukkana (IEEE Access, 2021)

MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. - Nannapas Banluesombatkul; Pichayoot Ouppaphan; Pitshaporn Leelaarporn; Payongkit Lakhan; Busarakum Chaitusaney; Nattapong Jaimchariyatam; Ekapol Chuangsuwanich; Wei Chen 015; Huy Phan; Nat Dilokthanakul; Theerawit Wilaiprasitporn (IEEE J. Biomed. Health Informatics, 2021)

ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation. - Peerat Limkonchotiwat; Wuttikorn Ponwitayarat; Lalita Lowphansirikul; Ekapol Chuangsuwanich; Sarana Nutanong (EMNLP (Findings), 2022)

Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference. - Can Udomcharoenchaikit; Wuttikorn Ponwitayarat; Patomporn Payoungkhamdee; Kanruethai Masuk; Weerayut Buaphet; Ekapol Chuangsuwanich; Sarana Nutanong (EMNLP, 2022)

Tokenization-based data augmentation for text classification. - Patawee Prakrankamanant; Ekapol Chuangsuwanich (JCSSE, 2022)

CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering. - Peerat Limkonchotiwat; Wuttikorn Ponwitayarat; Can Udomcharoenchaikit; Ekapol Chuangsuwanich; Sarana Nutanong (NAACL-HLT (Findings), 2022)

Adaptive Image Preprocessing and Augmentation for Tuberculosis Screening on Out-of-Domain Chest X-Ray Dataset. - Wasunan Chokchaithanakul; Proadpran Punyabukkana; Ekapol Chuangsuwanich (IEEE Access, 2022)

Thai Wav2Vec2.0 with CommonVoice V8. - Wannaphong Phatthiyaphaibun; Chompakorn Chaksangchaichot; Peerat Limkonchotiwat; Ekapol Chuangsuwanich; Sarana Nutanong (CoRR, 2022)

Typo-Robust Representation Learning for Dense Retrieval. - Panuthep Tasawong; Wuttikorn Ponwitayarat; Peerat Limkonchotiwat; Can Udomcharoenchaikit; Ekapol Chuangsuwanich; Sarana Nutanong (ACL (2), 2023)

Thai-Dialect: Low Resource Thai Dialectal Speech to Text Corpora. - Artit Suwanbandit; Jaturong Chitiyaphol; Sutthinan Chuenchom; Kanyarat Kwiecien; Husen Sawal; Ruslan Uthai; Orathai Sangpetch; Ekapol Chuangsuwanich (ASRU, 2023)

Article Feed Recommendation System for Thai Social Media Application Using Article Context Based on Deep Learning. - Pannawit Athipatcharawat; Dhata Muangrux; Ekapol Chuangsuwanich; Pittipol Kantavat (IAIT, 2023)

Zero-guidance Segmentation Using Zero Segment Labels. - Pitchaporn Rewatbowornwong; Nattanat Chatthee; Ekapol Chuangsuwanich; Supasorn Suwajanakorn (ICCV, 2023)

Instance-based Temporal Normalization for Speaker Verification. - Thanathai Lertpetchpun; Ekapol Chuangsuwanich (INTERSPEECH, 2023)

Word-level Confidence Estimation for CTC Models. - Burin Naowarat; Thananchai Kongthaworn; Ekapol Chuangsuwanich (INTERSPEECH, 2023)

Crowdsourced Data Validation for ASR Training. - Wannaphong Phatthiyaphaibun; Chompakorn Chaksangchaichot; Thanawin Rakthanmanon; Ekapol Chuangsuwanich; Sarana Nutanong (INTERSPEECH, 2023)

Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition. - Artit Suwanbandit; Burin Naowarat; Orathai Sangpetch; Ekapol Chuangsuwanich (INTERSPEECH, 2023)

Few-Shot Law Retrieval System for Supreme Court Cases. - Thaweesak Chusri; Sadanan Arsaibun; Peerapat Chokesuwattanaskul; Ekapol Chuangsuwanich; Attapol T. Rutherford (JCSSE, 2023)

Analysis of the Trade-Off in Data Quality Management for Crowdsourcing. - Krit Gangwanpongpun; Ekapol Chuangsuwanich; Proadpran Punyabukkana (JCSSE, 2023)

A Comparative Study on Out of Scope Detection for Chest X-ray Images. - Nuttapol Kamolkunasiri; Proadpran Punyabukkana; Ekapol Chuangsuwanich (JCSSE, 2023)

Two-stage Thai Misspelling Correction based on Pre-trained Language Models. - Idhibhat Pankam; Peerat Limkonchotiwat; Ekapol Chuangsuwanich (JCSSE, 2023)

0.01 Cent per Second: Developing a Cloud-based Cost-effective Audio Transcription System for an Online Video Learning Platform. - Nut Pinyo; Panya Lokaphadhana; Pipat Saengow; Saenyakorn Siangsanoh; Thanapoom Wonnaparhown; Ekapol Chuangsuwanich; Proadpran Punyabukkana; Atiwong Suchato (JCSSE, 2023)

Risk Prediction of Cardioembolic Stroke using Clinical Data and Non-contrast CT. - Pasit Jakkrawankul; Chaipat Chunharas; Wasan Akarathanawat; Pongpat Vorasayan; Sedthapong Chunamchai; Ploy N. Pratanwanich; Proadpran Punyabukkana; Ekapol Chuangsuwanich (SSP, 2023)

AI-assisted monitoring of COVID-19 community isolation in Thailand. - Natthanan Ruengchaijatuporn; Parin Kittipongdaja; Tagon Sompong; Pasit Jakkrawankul; Pattama Torvorapanit; Napaporn Chantasrisawad; Wariya Chintanapakdee; Thanisa Tongbai; Aisawan Petchlorlian; Wiroon Sriborrirux; Chaipat Chunharas; Opass Putcharoen; et al. (SSP, 2023)

Context Conditioning via Surrounding Predictions for Non-Recurrent CTC Models. - Burin Naowarat; Chawan Piansaddhayanon; Ekapol Chuangsuwanich (IEEE Access, 2023)

An Efficient Self-Supervised Cross-View Training For Sentence Embedding. - Peerat Limkonchotiwat; Wuttikorn Ponwitayarat; Lalita Lowphansirikul; Can Udomcharoenchaikit; Ekapol Chuangsuwanich; Sarana Nutanong (Trans. Assoc. Comput. Linguistics, 2023)

ReCasNet: Improving consistency within the two-stage mitosis detection framework. - Chawan Piansaddhayanon; Sakun Santisukwongchote; Shanop Shuangshoti; Qingyi Tao; Sira Sriswasdi; Ekapol Chuangsuwanich (Artif. Intell. Medicine, 2023)

MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model. - Danupat Khamnuansin; Tawunrat Chalothorn; Ekapol Chuangsuwanich (ACL (Findings), 2024)

Learning Job Title Representation from Job Description Aggregation Network. - Napat Laosaengpha; Thanit Tativannarat; Chawan Piansaddhayanon; Attapol Rutherford; Ekapol Chuangsuwanich (ACL (Findings), 2024)

Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis. - Sitiporn Sae Lim; Can Udomcharoenchaikit; Peerat Limkonchotiwat; Ekapol Chuangsuwanich; Sarana Nutanong (ACL (Findings), 2024)

Space Decomposition for Sentence Embedding. - Wuttikorn Ponwitayarat; Peerat Limkonchotiwat; Ekapol Chuangsuwanich; Sarana Nutanong (ACL (Findings), 2024)

McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering. - Peerat Limkonchotiwat; Wuttikorn Ponwitayarat; Lalita Lowphansirikul; Potsawee Manakul; Can Udomcharoenchaikit; Ekapol Chuangsuwanich; Sarana Nutanong (EMNLP (Findings), 2024)

An Empirical Study of Multilingual Reasoning Distillation for Question Answering. - Patomporn Payoungkhamdee; Peerat Limkonchotiwat; Jinheon Baek; Potsawee Manakul; Can Udomcharoenchaikit; Ekapol Chuangsuwanich; Sarana Nutanong (EMNLP, 2024)

Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning. - Panuthep Tasawong; Peerat Limkonchotiwat; Potsawee Manakul; Can Udomcharoenchaikit; Ekapol Chuangsuwanich; Sarana Nutanong (EMNLP, 2024)

Attribute-Aware Amplification of Facial Feature Sequences for Facial Emotion Recognition. - Tagon Sompong; Chawan Piansaddhayanon; Ekapol Chuangsuwanich (ICASSP, 2024)

Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge. - Thanapat Trachu; Chawan Piansaddhayanon; Ekapol Chuangsuwanich (INTERSPEECH, 2024)

Developing a Thai Grammatical Error Correction Tool for Deaf Students. - Supachan Traitruengsakul; Ekapol Chuangsuwanich (IEEE Access, 2024)

WangchanLion and WangchanX MRC Eval. - Wannaphong Phatthiyaphaibun; Surapon Nonesung; Patomporn Payoungkhamdee; Peerat Limkonchotiwat; Can Udomcharoenchaikit; Ekapol Chuangsuwanich; Sarana Nutanong (CoRR, 2024)

Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments. - Patomporn Payoungkhamdee; Pume Tuchinda; Jinheon Baek; Samuel Cahyawijaya; Can Udomcharoenchaikit; Potsawee Manakul; Peerat Limkonchotiwat; Ekapol Chuangsuwanich; Sarana Nutanong (ACL (Findings), 2025)

Evaluating Sampling Strategies for Similarity-Based Short Answer Scoring: a Case Study in Thailand. - Pachara Boonsarngsuk; Pacharapon Arpanantikul; Supakorn Hiranwipas; Wipu Watcharakajorn; Ekapol Chuangsuwanich (COLING Workshops, 2025)

Mitigating Language Bias in Cross-Lingual Job Retrieval: A Recruitment Platform Perspective. - Napat Laosaengpha; Thanit Tativannarat; Attapol Rutherford; Ekapol Chuangsuwanich (CoRR, 2025)

Decom-Renorm-Merge: Model Merging on the Right Space Improves Multitasking. - Yuatyong Chaichana; Thanapat Trachu; Peerat Limkonchotiwat; Konpat Preechakul; Tirasan Khandhawit; Ekapol Chuangsuwanich (CoRR, 2025)

Explainable Depression Detection using Masked Hard Instance Mining. - Patawee Prakrankamanant; Shinji Watanabe 001; Ekapol Chuangsuwanich (CoRR, 2025)

Amplifying Artifacts with Speech Enhancement in Voice Anti-spoofing. - Thanapat Trachu; Thanathai Lertpetchpun; Ekapol Chuangsuwanich (CoRR, 2025)

THAI Speech Emotion Recognition (THAI-SER) corpus. - Jilamika Wongpithayadisai; Chompakorn Chaksangchaichot; Soravitt Sangnark; Patawee Prakrankamanant; Krit Gangwanpongpun; Siwa Boonpunmongkol; Premmarin Milindasuta; Dangkamon Na-Pombejra; Sarana Nutanong; Ekapol Chuangsuwanich (CoRR, 2025)

Can Group Relative Policy Optimization Improve Thai Legal Reasoning and Question Answering? - Pawitsapak Akarajaradwong; Chompakorn Chaksangchaichot; Pirat Pothavorn; Attapol T. Rutherford; Ekapol Chuangsuwanich; Sarana Nutanong (CoRR, 2025)

Mangosteen: An Open Thai Corpus for Language Model Pretraining. - Wannaphong Phatthiyaphaibun; Can Udomcharoenchaikit; Pakpoom Singkorapoom; Kunat Pipatanakul; Ekapol Chuangsuwanich; Peerat Limkonchotiwat; Sarana Nutanong (CoRR, 2025)

Spatial Language Likelihood Grounding Network for Bayesian Fusion of Human-Robot Observations. - Supawich Sitdhipol; Waritwong Sukprasongdee; Ekapol Chuangsuwanich; Rina Tse (CoRR, 2025)