Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency

no code implementations • 30 Nov 2021 • Pakhi Bamdev, Manraj Singh Grover, Yaman Kumar Singla, Payman Vafaee, Mika Hama, Rajiv Ratn Shah

English proficiency assessments have become a necessary metric for filtering and selecting prospective candidates for both academia and industry.

Feature Importance regression

Towards Modelling Coherence in Spoken Discourse

no code implementations • 31 Dec 2020 • Rajaswa Patil, Yaman Kumar Singla, Rajiv Ratn Shah, Mika Hama, Roger Zimmermann

While there has been significant progress towards modelling coherence in written discourse, the work in modelling spoken discourse coherence has been quite limited.

audino: A Modern Annotation Tool for Audio and Speech

1 code implementation • 9 Jun 2020 • Manraj Singh Grover, Pakhi Bamdev, Ratin Kumar Brala, Yaman Kumar, Mika Hama, Rajiv Ratn Shah

The tool allows audio data and their corresponding annotations to be uploaded and assigned to a user through a key-based API.

Action Detection Activity Detection +4

Multi-modal Automated Speech Scoring using Attention Fusion

no code implementations • 17 May 2020 • Manraj Singh Grover, Yaman Kumar, Sumit Sarin, Payman Vafaee, Mika Hama, Rajiv Ratn Shah

In this study, we propose a novel multi-modal end-to-end neural approach for automated assessment of non-native English speakers' spontaneous speech using attention fusion.