Education · ASR / Fluency

Speech, as a signal of learning.

Automatic speech recognition and fluency modeling calibrated for Indian English — deployed inside classrooms, not pilots.

04 · 12.97°N · EDUCATION
Operating stance · engineered
/ engagement /

How we engage in this domain

Off-the-shelf ASR is brittle on Indian-English accents, code-switching, and classroom acoustics. We build speech models that hold up in the room they're deployed in, and fluency models that treat speech as a signal of learning — not just a transcription job.

Typical engagements: classroom-grade ASR with on-device inference; fluency and pronunciation scoring; longitudinal learning analytics for schools and publishers.

/ capabilities /

What we build here.

  • 01
    Indian-English ASR
  • 02
    Fluency / pronunciation modelling
  • 03
    On-device inference
  • 04
    Longitudinal learning analytics

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