Chitralekha Gupta

Chitralekha Gupta

National University of Singapore

H-index: 13

Asia-Singapore

About Chitralekha Gupta

Chitralekha Gupta, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Music Information Retrieval, Audio Signal Processing, Machine Learning, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Example-Based Framework for Perceptually Guided Audio Texture Generation

VR. net: A Real-world Dataset for Virtual Reality Motion Sickness Research

Polyscriber: Integrated fine-tuning of extractor and lyrics transcriber for polyphonic music

Exploring the Design Space of Assistive Augmentation

EMO-KNOW: A Large Scale Dataset on Emotion-Cause

Can AI Models Summarize Your Diary Entries? Investigating Utility of Abstractive Summarization for Autobiographical Text

Towards Controllable Audio Texture Morphing

Lyrics-to-audio alignment using singing-adapted acoustic models and non-vocal suppression

Chitralekha Gupta Information

University

Position

Post Doctoral Research Fellow at

Citations(all)

487

Citations(since 2020)

422

Cited By

166

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

18

i10Index(since 2020)

14

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Chitralekha Gupta Skills & Research Interests

Music Information Retrieval

Audio Signal Processing

Machine Learning

Deep Learning

Top articles of Chitralekha Gupta

Title

Journal

Author(s)

Publication Date

Example-Based Framework for Perceptually Guided Audio Texture Generation

arXiv preprint arXiv:2308.11859

Purnima Kamath

Chitralekha Gupta

Lonce Wyse

Suranga Nanayakkara

2023/8/23

VR. net: A Real-world Dataset for Virtual Reality Motion Sickness Research

IEEE Transactions on Visualization and Computer Graphics

Elliott Wen

Chitralekha Gupta

Prasanth Sasikumar

Mark Billinghurst

James Wilmott

...

2024/3/4

Polyscriber: Integrated fine-tuning of extractor and lyrics transcriber for polyphonic music

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Xiaoxue Gao

Chitralekha Gupta

Haizhou Li

2023/5/10

Exploring the Design Space of Assistive Augmentation

Suranga Chandima Nanayakkara

Masahiko Inami

Florian Mueller

Jochen Huber

Chitralekha Gupta

...

2023/3/12

EMO-KNOW: A Large Scale Dataset on Emotion-Cause

Mia Nguyen

Yasith Samaradivakara

Prasanth Sasikumar

Chitralekha Gupta

Suranga Nanayakkara

2023/12

Can AI Models Summarize Your Diary Entries? Investigating Utility of Abstractive Summarization for Autobiographical Text

International Journal of Human–Computer Interaction

Shamane Siriwardhana

Chitralekha Gupta

Tharindu Kaluarachchi

Vipula Dissanayake

Suveen Ellawela

...

2023/11/29

Towards Controllable Audio Texture Morphing

Chitralekha Gupta

Purnima Kamath

Yize Wei

Zhuoyao Li

Suranga Nanayakkara

...

2023/6/4

Lyrics-to-audio alignment using singing-adapted acoustic models and non-vocal suppression

Music Inf. Retrieval Eval. eXchange Audio-Lyrics Alignment Challenge

Chitralekha Gupta

Bidisha Sharma

Haizhou Li

Ye Wang

2022/7/19

Emotion Regulation Training Companion: A Design Science Research

Thi Mai Huong Nguyen

Chitralekha Gupta

Suranga Nanayakkara

2022

Deep Learning Approaches in Topics of Singing Information Processing (Overview Paper)

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Chitralekha Gupta

Haizhou Li

Masataka Goto

2022/7/13

Genre-conditioned acoustic models for automatic lyrics transcription of polyphonic music

Xiaoxue Gao

Chitralekha Gupta

Haizhou Li

2022/5/23

System and method for assessing quality of a singing voice

2022/9/1

Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling

Lonce Wyse

Purnima Kamath

Chitralekha Gupta

2022/4/15

Parameter sensitivity of deep-feature based evaluation metrics for audio textures

arXiv preprint arXiv:2208.10743

Chitralekha Gupta

Yize Wei

Zequn Gong

Purnima Kamath

Zhuoyao Li

...

2022/8/23

Music-robust automatic lyrics transcription of polyphonic music

arXiv preprint arXiv:2204.03306

Xiaoxue Gao

Chitralekha Gupta

Haizhou Li

2022/4/7

Automatic lyrics transcription of polyphonic music with lyrics-chord multi-task learning

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Xiaoxue Gao

Chitralekha Gupta

Haizhou Li

2022/7/19

Computational Music Systems for Emotional Health and Wellbeing: A Review

Phoebe Chua

Chitralekha Gupta

Kat R Agres

Suranga Nanayakkara

2022

Signal representations for synthesizing audio textures with generative adversarial networks

arXiv preprint arXiv:2103.07390

Chitralekha Gupta

Purnima Kamath

Lonce Wyse

2021/3/12

Lyrics transcription and lyrics-to-audio alignment with music-informed acoustic models

MIREX

Xiaoxue Gao

Chitralekha Gupta

Haizhou Li

2021

Training explainable singing quality assessment network with augmented data

Jinhu Li

Chitralekha Gupta

Haizhou Li

2021/12/14

See List of Professors in Chitralekha Gupta University(National University of Singapore)