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Lekshmi Reghunath

Assistant Professor

Amrita School of Engineering

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Research Interests

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Professors in Music

Articles (20)

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2026

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2026

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2023

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2023

Collaborators (6)

Alfredo MILANI

Institute of Environmental Engineering

UNITED STATES

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Brunella Botte

Link Campus University

ITALY

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Valentina Franzoni

Associate Professor

University of Perugia

ITALY

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Ratheesh Sudheerbabu

Assistant Professor

Amrita School of Engineering

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Christian Napoli

Professor

Sapienza University of Rome

ITALY

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Cristian Randieri

Professor & Researcher

eCampus University

ITALY

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Lekshmi Reghunath

Research Interests

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Articles (20)

An Explainable Machine Learning Framework for Adaptive Multi-Mode CORDIC Iteration Optimization and Hardware-Efficient Computation

Functional Assessment of Neonatal Hypoxic–Ischemic Encephalopathy Using Long-Duration EEG and Interpretable Deep Learning Models

DisasterReliefGPT: Multimodal AI for Autonomous Disaster Impact Assessment and Crisis Communication

Learning graph representations from Mel-spectrogram segments for predominant instrument recognition in polyphonic music

Explainable AI Framework for Automated Lesion Segmentation and Severity Assessment in Neonatal Hypoxic-Ischemic Encephalopathy

Artificial Intelligence for Iteration Count Prediction in Real-Time CORDIC Processing

Cross-Attentive CNNs for Joint Specral and Pitch Feature Learning in Predominant Instrument Recognition from Polyphonic Music

Dynamic Feature Learning with Involution and Convolution for Predominant Instrument Recognition in Polyphonic Music

AI-Powered Pencil Strokes: Face Sketch Synthesis using CycleGAN and Style Transfer

Beyond transformers: hierarchical contextualization and gated aggregation for multiple predominant instrument recognition in polyphonic music

Enhancing Autonomous Driving Systems: Integrated Lane and Object Detection Using YOLOv3 and OpenCV

Focal Modulation Network: A Novel Solution for Polyphonic Music Instrument Recognition without Attention and Aggregation Strategy

Integrated License Plate Recognition Using YOLO and CNN for Automated Vehicle Identification

Performance Analysis of YOLOv5 for Real-Time Object Detection and Manipulation in Unity on CPU and GPU

Robust CNN-based Musical Instrument Recognition with Enhanced Feature Learning

Spatio-Channel Complementary Learning for Polyphonic Music Instrument Recognition

YOLO vs. CNN: Deep Learning Approaches for ASL Alphabet Classification

Compact Convolutional Transformers for Multiple Predominant Instrument Recognition in Polyphonic Music

Predominant audio source separation in polyphonic music

Multiple Predominant Instruments Recognition in Polyphonic Music Using Spectro/Modgd-gram Fusion

Collaborators (6)

Alfredo MILANI

Brunella Botte

Valentina Franzoni

Ratheesh Sudheerbabu

Christian Napoli

Cristian Randieri

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