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Your students' recitation graded in seconds

Word-by-word accuracy against the Uthmani Hafs text. Every tajweed rule checked. Every mistake timestamped. No guessing.

0.029%Word error rate
27Tajweed rules
RTF 0.0012Real-time factor

Grades in real time

Sessions are processed as they upload. Teachers see results before they finish their morning tea.

Word-level precision

Every word mapped to the Uthmani text. Omissions, substitutions, additions, tashkeel — all flagged with timestamps.

27 tajweed rules

Noon sakinah, madd typology, qalqalah, ghunnah — acoustic analysis, not keyword matching.

Independent benchmark results

Word error rate (WER) on the Hafs EveryAyah dataset. Lower is better.

Rehal FastConformer0.029%
Tarteel Whisper (v3-turbo)0.38%
Generic Whisper large-v31.2%

Dataset: Hafs EveryAyah (114 surahs, full Quran recitation corpus). WER measures word-level transcription accuracy.

How it works

From microphone to score in under a second. The pipeline runs on Modal serverless GPU infrastructure — no cold starts, no queues.

01Student recordsWeb Audio API, mobile-first
02UploadWebM/Ogg container, signed URL
03FastConformer ONNXModal L4 GPU, CTC decoding
04Tajweed engine27 rules, acoustic analysis
05Score deliveredWord timestamps, mistake log

Voice biometrics — who is reciting?

ECAPA-TDNN speaker verification confirms the enrolled student is the one reciting. Enrollment takes 3 Surah recordings, averaged into a phonemic profile. Session verification runs a 3-second sliding window across the audio, checking continuously.

Enrollment

3 Surah recordings averaged into a speaker embedding using ECAPA-TDNN.

Continuous verification

3-second sliding window checks the speaker throughout the session, not just at the start.

Dynamic thresholds

Similarity floor drops when ASR accuracy is high — precise recitation helps clear the check.

Ready to hear the difference?

Start a free trial and run your first session today.

Book a 30-minute demo — we'll walk through the full AI pipeline live for your institution.

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