Vipul Arora

Orcid: 0000-0002-1207-1258

Affiliations:
  • Indian Institute of Technology Kanpur, Kanpur, India
  • Amazon Alexa Team, Boston, MA, USA (former)
  • University of Oxford, UK (former)


According to our database1, Vipul Arora authored at least 35 papers between 2008 and 2024.

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Bibliography

2024
Interactive singing melody extraction based on active adaptation.
CoRR, 2024

AdvNF: Reducing Mode Collapse in Conditional Normalising Flows using Adversarial Learning.
CoRR, 2024

TeLeS: Temporal Lexeme Similarity Score to Estimate Confidence in End-to-End ASR.
CoRR, 2024

2023
Parturition Hindi Speech Dataset for Automatic Speech Recognition.
Proceedings of the 28th National Conference on Communications, 2023

wav2tok: Deep Sequence Tokenizer for Audio Retrieval.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Simultaneously Learning Robust Audio Embeddings and Balanced Hash Codes for Query-by-Example.
Proceedings of the IEEE International Conference on Acoustics, 2023

SyncNet: Correlating Objective for Time Delay Estimation in Audio Signals.
Proceedings of the IEEE International Conference on Acoustics, 2023

Balanced Deep CCA for Bird Vocalization Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Tutorial on understanding meta-learning for fast adaptation.
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022
EEG-Based Drowsiness Detection With Fuzzy Independent Phase-Locking Value Representations Using Lagrangian-Based Deep Neural Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration.
CoRR, 2022

Comparative Performance Analysis of Scalp EEG and Ear EEG based P300 Ambulatory Brain-Computer Interfaces using Riemannian Geometry and Convolutional Neural Networks.
Proceedings of the 27th National Conference on Communications, 2022

Attention-based audio embeddings for query-by-example.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021
Few-shot calibration of low-cost air pollution (PM2.5) sensors using meta-learning.
CoRR, 2021

2020
HJB-Equation-Based Optimal Learning Scheme for Neural Networks With Applications in Brain-Computer Interface.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

Finding Prerequisite Relations between Concepts using Textbook.
CoRR, 2020

Formulating Divergence Framework for Multiclass Motor Imagery EEG Brain Computer Interface.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Fuzzy Divergence Based Analysis for Eeg Drowsiness Detection Brain Computer Interfaces.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Multiclass Fuzzy Time-Delay Common Spatio-Spectral Patterns With Fuzzy Information Theoretic Optimization for EEG-Based Regression Problems in Brain-Computer Interface (BCI).
IEEE Trans. Fuzzy Syst., 2019

Electroencephalogram Based Reaction Time Prediction With Differential Phase Synchrony Representations Using Co-Operative Multi-Task Deep Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

Deep Embeddings for Rare Audio Event Detection with Imbalanced Data.
Proceedings of the IEEE International Conference on Acoustics, 2019

2017
Phonological Feature Based Mispronunciation Detection and Diagnosis Using Multi-Task DNNs and Active Learning.
Proceedings of the Interspeech 2017, 2017

HJB equation based learning scheme for neural networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Attribute based shared hidden layers for cross-language knowledge transfer.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

2015
Multiple F0 Estimation and Source Clustering of Polyphonic Music Audio Using PLCA and HMRFs.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Optimal Convergence Rate in Feed Forward Neural Networks using HJB Equation.
CoRR, 2015

2014
Musical Source Clustering and Identification in Polyphonic Audio.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Instrument identification using PLCA over stretched manifolds.
Proceedings of the Twentieth National Conference on Communications, 2014

2013
On-Line Melody Extraction From Polyphonic Audio Using Harmonic Cluster Tracking.
IEEE Trans. Speech Audio Process., 2013

Semi-Supervised Polyphonic Source Identification using PLCA Based Graph Clustering.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Discriminative PLCA based polyphonic source identification.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Design of Distribution Independent Noise Filters with Online PDF Estimation.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011
EEG denoising with a recurrent quantum neural network for a brain-computer interface.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
A system of systems approach in face feature tracking for real time applications.
Proceedings of the 5th International Conference on System of Systems Engineering, 2010

2008
Analysis of Sanskrit Text: Parsing and Semantic Relations.
Proceedings of the Sanskrit Computational Linguistics, 2008


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