21 citations · 33 across the 4 of their papers we have counts for
5 papers
QVoice: Arabic Speech Pronunciation Learning Application
Yassine El Kheir, Fouad Khnaisser, Shammur Absar Chowdhury +3
This paper introduces a novel Arabic pronunciation learning application QVoice, powered with end-to-end mispronunciation detection and feedback generator module. The application is…
AutoDOViz: Human-Centered Automation for Decision Optimization
Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente +12
We present AutoDOViz, an interactive user interface for automated decision optimization (AutoDO) using reinforcement learning (RL). Decision optimization (DO) has classically being…
SpeechBlender: Speech Augmentation Framework for Mispronunciation Data Generation
Yassine El Kheir, Shammur Absar Chowdhury, Ahmed Ali +2
The lack of labeled second language (L2) speech data is a major challenge in designing mispronunciation detection models. We introduce SpeechBlender - a fine-grained data augmentat…
Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets
Nitin Gupta, Hima Patel, Shazia Afzal +10
The quality of training data has a huge impact on the efficiency, accuracy and complexity of machine learning tasks. Various tools and techniques are available that assess data qua…
Data Readiness Report
Shazia Afzal, Rajmohan C, Manish Kesarwani +2
Data exploration and quality analysis is an important yet tedious process in the AI pipeline. Current practices of data cleaning and data readiness assessment for machine learning…