Ekapol Chuangsuwanich

According to our database, Ekapol Chuangsuwanich authored at least 72 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge.

Thanapat Trachu, Chawan Piansaddhayanon, Ekapol Chuangsuwanich

CoRR, 2024

WangchanLion and WangchanX MRC Eval.

Wannaphong Phatthiyaphaibun, Surapon Nonesung, Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong

CoRR, 2024

Developing a Thai Grammatical Error Correction Tool for Deaf Students.

Supachan Traitruengsakul, Ekapol Chuangsuwanich

IEEE Access, 2024

Attribute-Aware Amplification of Facial Feature Sequences for Facial Emotion Recognition.

Tagon Sompong, Chawan Piansaddhayanon, Ekapol Chuangsuwanich

Proceedings of the IEEE International Conference on Acoustics, 2024

Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning.

Panuthep Tasawong, Peerat Limkonchotiwat, Potsawee Manakul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Space Decomposition for Sentence Embedding.

Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the Findings of the Association for Computational Linguistics, 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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Learning Job Title Representation from Job Description Aggregation Network.

Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich

Proceedings of the Findings of the Association for Computational Linguistics, 2024

MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model.

Danupat Khamnuansin, Tawunrat Chalothorn, Ekapol Chuangsuwanich

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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, January, 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

Context Conditioning via Surrounding Predictions for Non-Recurrent CTC Models.

Burin Naowarat, Chawan Piansaddhayanon, Ekapol Chuangsuwanich

IEEE Access, 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, Ekapol Chuangsuwanich, Sira Sriswasdi

Proceedings of the IEEE Statistical Signal Processing Workshop, 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

Proceedings of the IEEE Statistical Signal Processing Workshop, 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

Proceedings of the 20th IEEE International Joint Conference on Computer Science and Software Engineering, 2023

Two-stage Thai Misspelling Correction based on Pre-trained Language Models.

Idhibhat Pankam, Peerat Limkonchotiwat, Ekapol Chuangsuwanich

Proceedings of the 20th IEEE International Joint Conference on Computer Science and Software Engineering, 2023

A Comparative Study on Out of Scope Detection for Chest X-ray Images.

Nuttapol Kamolkunasiri, Proadpran Punyabukkana, Ekapol Chuangsuwanich

Proceedings of the 20th IEEE International Joint Conference on Computer Science and Software Engineering, 2023

Analysis of the Trade-Off in Data Quality Management for Crowdsourcing.

Krit Gangwanpongpun, Ekapol Chuangsuwanich, Proadpran Punyabukkana

Proceedings of the 20th IEEE International Joint Conference on Computer Science and Software Engineering, 2023

Few-Shot Law Retrieval System for Supreme Court Cases.

Thaweesak Chusri, Sadanan Arsaibun, Peerapat Chokesuwattanaskul, Ekapol Chuangsuwanich, Attapol T. Rutherford

Proceedings of the 20th IEEE International Joint Conference on Computer Science and Software Engineering, 2023

Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition.

Artit Suwanbandit, Burin Naowarat, Orathai Sangpetch, Ekapol Chuangsuwanich

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Crowdsourced Data Validation for ASR Training.

Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Thanawin Rakthanmanon, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Word-level Confidence Estimation for CTC Models.

Burin Naowarat, Thananchai Kongthaworn, Ekapol Chuangsuwanich

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Instance-based Temporal Normalization for Speaker Verification.

Thanathai Lertpetchpun, Ekapol Chuangsuwanich

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Zero-guidance Segmentation Using Zero Segment Labels.

Pitchaporn Rewatbowornwong, Nattanat Chatthee, Ekapol Chuangsuwanich, Supasorn Suwajanakorn

Proceedings of the IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the 13th International Conference on Advances in Information Technology, 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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Typo-Robust Representation Learning for Dense Retrieval.

Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Thai Wav2Vec2.0 with CommonVoice V8.

Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong

CoRR, 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

CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering.

Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Tokenization-based data augmentation for text classification.

Patawee Prakrankamanant, Ekapol Chuangsuwanich

Proceedings of the 19th International Joint Conference on Computer Science and Software Engineering, 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

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation.

Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

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, Huy Phan, Nat Dilokthanakul, Theerawit Wilaiprasitporn

IEEE J. Biomed. Health Informatics, 2021

Real Estate Recommendation Approach for Solving the Item Cold-Start Problem.

Jirut Polohakul, Ekapol Chuangsuwanich, Atiwong Suchato, Proadpran Punyabukkana

IEEE Access, 2021

A Real Estate Valuation Model Using Boosted Feature Selection.

Kankawee Chanasit, Ekapol Chuangsuwanich, Atiwong Suchato, Proadpran Punyabukkana

IEEE Access, 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, Sarana Nutanong, Titipat Achakulvisut

Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Set Prediction in the Latent Space.

Konpat Preechakul, Chawan Piansaddhayanon, Burin Naowarat, Tirasan Khandhawit, Sira Sriswasdi, Ekapol Chuangsuwanich

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Stacking Ensemble Learning for Housing Price Prediction: a Case Study in Thailand.

Gan Srirutchataboon, Saranpat Prasertthum, Ekapol Chuangsuwanich, Ploy N. Pratanwanich, Chotirat Ratanamahatana

Proceedings of the 13th International Conference on Knowledge and Smart Technology, 2021

Spectral and Latent Speech Representation Distortion for TTS Evaluation.

Thananchai Kongthaworn, Burin Naowarat, Ekapol Chuangsuwanich

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Reducing Spelling Inconsistencies in Code-Switching ASR Using Contextualized CTC Loss.

Burin Naowarat, Thananchai Kongthaworn, Korrawe Karunratanakul, Sheng Hui Wu, Ekapol Chuangsuwanich

Proceedings of the IEEE International Conference on Acoustics, 2021

Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval.

Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar, Wannaphong Phatthiyaphaibun, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation.

Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

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

High resolution weakly supervised localization architectures for medical images.

Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich

CoRR, 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

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

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

Generating Realistic Users Using Generative Adversarial Network With Recommendation-Based Embedding.

Parichat Chonwiharnphan, Pipop Thienprapasith, Ekapol Chuangsuwanich

IEEE Access, 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

A Comparative Study of Pretrained Language Models for Automated Essay Scoring with Adversarial Inputs.

Phakawat Wangkriangkri, Chanissara Viboonlarp, Attapol T. Rutherford, Ekapol Chuangsuwanich

Proceedings of the 2020 IEEE Region 10 Conference, 2020

Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble.

Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations.

Chanatip Saetia, Ekapol Chuangsuwanich, Tawunrat Chalothorn, Peerapon Vateekul

CoRR, 2019

MHCSeqNet: a deep neural network model for universal MHC binding prediction.

Poomarin Phloyphisut, Natapol Pornputtapong, Sira Sriswasdi, Ekapol Chuangsuwanich

BMC Bioinform., 2019

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

2018

Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network.

Itthi Chatnuntawech, Kittipong Tantisantisom, Paisan Khanchaitit, Thitikorn Boonkoom, Berkin Bilgic, Ekapol Chuangsuwanich

CoRR, 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

Proceedings of the TENCON 2018, 2018

Algorithmic Music Composition Comparison.

Panida Wiriyachaiporn, Kankawee Chanasit, Atiwong Suchato, Proadpran Punyabukkana, Ekapol Chuangsuwanich

Proceedings of the 15th International Joint Conference on Computer Science and Software Engineering, 2018

2016

Multilingual techniques for low resource automatic speech recognition.

Ekapol Chuangsuwanich

PhD thesis, 2016

Prediction-adaptation-correction recurrent neural networks for low-resource language speech recognition.

Yu Zhang, Ekapol Chuangsuwanich, James R. Glass, Dong Yu

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Multilingual data selection for training stacked bottleneck features.

Ekapol Chuangsuwanich, Yu Zhang, James R. Glass

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

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, Brandon Luders, Nicholas Roy, Stefanie Tellex, Seth J. Teller

J. Field Robotics, 2015

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, Ekapol Chuangsuwanich, James R. Glass

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Language ID-based training of multilingual stacked bottleneck features.

Anne Cutler, Yu Zhang, Ekapol Chuangsuwanich, James R. Glass

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Extracting deep neural network bottleneck features using low-rank matrix factorization.

Yu Zhang, Ekapol Chuangsuwanich, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2014

2012

Handling uncertain observations in unsupervised topic-mixture language model adaptation.

Ekapol Chuangsuwanich, Shinji Watanabe, Takaaki Hori, Tomoharu Iwata, James R. Glass

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Exploiting Intra-Conversation Variability for Speaker Diarization.

Stephen Shum, Najim Dehak, Ekapol Chuangsuwanich, Douglas A. Reynolds, James R. Glass

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Robust Voice Activity Detector for Real World Applications Using Harmonicity and Modulation Frequency.

Ekapol Chuangsuwanich, James R. Glass

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010

Spoken command of large mobile robots in outdoor environments.

Ekapol Chuangsuwanich, D. Scott Cyphers, James R. Glass, Seth J. Teller

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010