Yaman Kumar Singla

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adobe

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IIIT Delhi

Research Scientist at Adobe Media Data Science Research, Google PhD fellow

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Changyou Chen
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∙ 11/30/2021

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

English proficiency assessments have become a necessary metric for filte...

Pakhi Bamdev, et al. ∙

∙ 11/17/2021

Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees

Automated Scoring (AS), the natural language processing task of scoring ...

Yaman Kumar Singla, et al. ∙

∙ 09/24/2021

AES Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses

Deep-learning based Automatic Essay Scoring (AES) systems are being acti...

Yaman Kumar Singla, et al. ∙

∙ 08/30/2021

Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring

Automatic Speech Scoring (ASS) is the computer-assisted evaluation of a ...

Yaman Kumar Singla, et al. ∙

∙ 01/02/2021

What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure

In recent times, BERT based transformer models have become an inseparabl...

Jui Shah, et al. ∙

∙ 12/31/2020

Towards Modelling Coherence in Spoken Discourse

While there has been significant progress towards modelling coherence in...

Rajaswa Patil, et al. ∙

∙ 12/27/2020

My Teacher Thinks The World Is Flat! Interpreting Automatic Essay Scoring Mechanism

Significant progress has been made in deep-learning based Automatic Essa...

Swapnil Parekh, et al. ∙