SCRIBE is a new diagnostic evaluation framework for Indic ASR that provides categorical error rates via sandhi-tolerant alignment and domain vocabulary injection, with released models and human-validated alignment to expert judgment.
Current pipelines for formatted output often rely on decoupled inverse text normalization [ 8], which ignores prosodic cues and homo- phone resolution
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SCRIBE: Diagnostic Evaluation and Rich Transcription Models for Indic ASR
SCRIBE is a new diagnostic evaluation framework for Indic ASR that provides categorical error rates via sandhi-tolerant alignment and domain vocabulary injection, with released models and human-validated alignment to expert judgment.