Vinayak Abrol
12 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (31) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🏆 Keyword Champion (3)
🗃️
Keyword Collector
(65)
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(6)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(6)
Speech & Audio
(5)
Artificial Intelligence
(4)
Analysis
(4)
Application Areas
(4)
Core Methods
(4)
Natural Language Processing
(3)
Applications
(3)
Architectures
(3)
Core AI
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Models
(2)
Computer Vision
(1)
Keywords
archetypal analysis
(3)
model compression
(2)
speech emotion recognition
(2)
speech synthesis
(2)
convolutional neural network
(2)
quaternion neural network
(2)
self-supervised learning
(1)
sentiment analysis
(1)
stochastic optimization
(1)
speech processing
(1)
emotion recognition
(1)
data visualization
(1)
network pruning
(1)
speech enhancement
(1)
speech recognition
(1)
transfer learning
(1)
audio classification
(1)
coordinate descent
(1)
abuse detection
(1)
speech classification
(1)
Papers
NADIR: Differential Attention Flow for Non-Autoregressive Transliteration in Indic Languages
AAAI 2026
ArticulateX: End-to-End Monolingual Speech Translation in Articulator Space
Interspeech 2025
From Pretraining to Performance: Benchmarking Self-Supervised Speech Models for Interspeech-25 SER Challenge
Interspeech 2025
Efficient CNNs with Quaternion Transformations and Pruning for Audio Tagging
Interspeech 2024
QGAN: Low Footprint Quaternion Neural Vocoder for Speech Synthesis
Interspeech 2024
Investigating Acoustic Cues for Multilingual Abuse Detection
Interspeech 2023
Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training
AAAI 2022
Transfer Learning for Speech Intelligibility Improvement in Noisy Environments
Interspeech 2021
A Geometric Approach to Archetypal Analysis via Sparse Projections
ICML 2020
Understanding and Visualizing Raw Waveform-Based CNNs
Interspeech 2019
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM
Interspeech 2018
Deep Convex Representations: Feature Representations for Bioacoustics Classification
Interspeech 2018