Sapan H. Mankad

Nirma University — India

Computer Science · Physical Sciences

9h-index251citations35works2.42yr avg
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Research Topics

Speech Recognition and Synthesis(14), Speech and Audio Processing(14), Music and Audio Processing(14), Data Management and Algorithms(4), Emotion and Mood Recognition(3)

Publications35 total

Few-Shot Bird Sound Classification with Advanced Inference Methods and Enhanced PANN Selection
2025
DualStack: Multi-Resolution Spectrogram Fusion Improves Bird Sound Classification for Ecological Monitoring
2025Open Access
Improving Imbalance Learning in Audio Domain through Spectrogram-Based Augmentation
2025
Audio Similarity Detection
2024
Assistive systems for visually impaired people: A survey on current requirements and advancements
Neurocomputing·2024· 16 cited
Evaluating Music Embeddings for Song Genre Classification
2024
Raster Big Data Processing Using Spark with GeoTrellis
Communications in computer and information science·2024· 1 cited
XGB-RFE: An XGBoost Approach for Improved Playback Spoofing Detection in Automatic Speaker Verification Systems Using Recursive Feature Elimination
2023
A novel multiclass classification based approach for playback attack detection in speaker verification systems
Journal of Ambient Intelligence and Humanized Computing·2023· 2 cited
Geospatial big data analysis using neural networks
Institution of Engineering and Technology eBooks·2023
Voice Based Pathology Detection from Respiratory Sounds using Optimized Classifiers
International Journal of Computing and Digital Systems·2023· 4 citedOpen Access
NadERA: A Novel Framework Achieving Reduced Distress Response Time by Leveraging Emotion Recognition from Audio
Lecture notes in networks and systems·2023
Karaoke Generation from songs: recent trends and opportunities
2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)·2022· 1 cited
Detecting emotions from human speech: role of gender information
2022 IEEE Region 10 Symposium (TENSYMP)·2022· 4 cited
A New Approach for Processing Raster Geospatial Big Data in Distributed Environment
Lecture notes in networks and systems·2022
Impact of autoencoder based compact representation on emotion detection from audio
Journal of Ambient Intelligence and Humanized Computing·2021· 44 citedOpen Access
IFSC: A Database for Indian Folk Songs Classification
Advances in intelligent systems and computing·2021· 3 cited
On the performance of empirical mode decomposition-based replay spoofing detection in speaker verification systems
Progress in Artificial Intelligence·2020· 7 cited
Voice liveness detection under feature fusion and cross-environment scenario
Multimedia Tools and Applications·2020· 6 cited
GeoHash tag based mobility detection and prediction for traffic management
SN Applied Sciences·2020· 10 citedOpen Access
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Frequent Co-authors

Sanjay Garg(12), J. P. Verma(6), Nikunj Dalsaniya(4), Priyank Thakkar(3), Vijay Ukani(2), Pankaj Bodani(2), Ghansham Sangar(2), Harshil Sanghvi(2), Krunal Varma(1), Sudeep Tanwar(1), Nivedita Patel(1), Shireen Patel(1), Preeti Kathiria(1), Jitali Patel(1), Mayank Kapadia(1), Neel Lakdawala(1), Dhuri Shrivastava(1), Kevin Vora(1), Shashvat Shah(1), Harshad Harsoda(1)