Rupayan Chakraborty

Orcid: 0000-0002-3566-0784

According to our database1, Rupayan Chakraborty authored at least 46 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Identifying Indian Cattle Behaviour Using Acoustic Biomarkers.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Joint Class Learning with Self Similarity Projection for EEG Emotion Recognition.
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023
A Novel Metric For Evaluating Audio Caption Similarity.
Proceedings of the IEEE International Conference on Acoustics, 2023

Modeling of Olfactory Brainwaves for Odour Independent Biometric Identification.
Proceedings of the 31st European Signal Processing Conference, 2023

Tempo-Spectral EEG Biomarkers for Odour Identification.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Text-to-Audio Grounding Based Novel Metric for Evaluating Audio Caption Similarity.
CoRR, 2022

Spectro Temporal EEG Biomarkers For Binary Emotion Classification.
CoRR, 2022

Automatic Audio Captioning using Attention weighted Event based Embeddings.
CoRR, 2022

Calibration free meta learning based approach for subject independent EEG emotion recognition.
Biomed. Signal Process. Control., 2022

2021
Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining.
CoRR, 2021

Contrastive Learning of Cough Descriptors for Automatic COVID-19 Preliminary Diagnosis.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Deep Lung Auscultation Using Acoustic Biomarkers for Abnormal Respiratory Sound Event Detection.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Identification of Dementia Using Audio Biomarkers.
CoRR, 2020

Ranking Contact Center Conversations using Dynamic Programming based Pattern Matching.
Proceedings of the 2020 Workshop on Speech, Music and Mind, 2020

A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Multi-Conditioning and Data Augmentation Using Generative Noise Model for Speech Emotion Recognition in Noisy Conditions.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Encoded Linguistic and Acoustic Cues for Attention Based End to End Speech Emotion Recognition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Dementia Classification using Acoustic Descriptors Derived from Subsampled Signals.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications.
CoRR, 2019

Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Improving ASR Robustness to Perturbed Speech Using Cycle-consistent Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

Front-End Feature Compensation for Noise Robust Speech Emotion Recognition.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Sentiment Classification on Erroneous ASR Transcripts: A Multi View Learning Approach.
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Robust Front-End Processing For Emotion Recognition In Noisy Speech.
Proceedings of the 11th International Symposium on Chinese Spoken Language Processing, 2018

A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

An Unsupervised frame Selection Technique for Robust Emotion Recognition in Noisy Speech.
Proceedings of the 26th European Signal Processing Conference, 2018

Knowledge-Driven Feed-Forward Neural Network for Audio Affective Content Analysis.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Joint model-based recognition and localization of overlapped acoustic events using a set of distributed small microphone arrays.
CoRR, 2017

A Novel Approach for Effective Learning in Low Resourced Scenarios.
CoRR, 2017

k-FFNN: A priori knowledge infused Feed-forward Neural Networks.
CoRR, 2017

Methods and challenges for creating an emotional audio-visual database.
Proceedings of the 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment, 2017

Analyzing Emotion in Spontaneous Speech
Springer, ISBN: 978-981-10-7673-2, 2017

2016
Validating "Is ECC-ANN combination equivalent to DNN?" for speech emotion recognition.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Mining Call Center Conversations exhibiting Similar Affective States.
Proceedings of the 30th Pacific Asia Conference on Language, Information and Computation, 2016

Knowledge-based Framework for Intelligent Emotion Recognition in Spontaneous Speech.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Spontaneous speech emotion recognition using prior knowledge.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Improved speech emotion recognition using error correcting codes.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

2015
TCS-ILAB - MediaEval 2015: Affective Impact of Movies and Violent Scene Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

2014
Source ambiguity resolution of overlapped sounds in a multi-microphone room environment.
EURASIP J. Audio Speech Music. Process., 2014

Sound-model-based acoustic source localization using distributed microphone arrays.
Proceedings of the IEEE International Conference on Acoustics, 2014

Model-based processing for acoustic scene analysis.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Acoustic event detection and localization using distributed microphone arrays.
PhD thesis, 2013

Joint recognition and direction-of-arrival estimation of simultaneous meeting-room acoustic events.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Real-time multi-microphone recognition of simultaneous sounds in a room environment.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Detection and Positioning of Overlapped Sounds in a Room Environment.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2010
Role of Synthetically Generated Samples on Speech Recognition in a Resource-Scarce Language.
Proceedings of the 20th International Conference on Pattern Recognition, 2010


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