Speech recognition / Benchmark leaderboard

Vaani Benchmark v1.0

Speech from diverse Indian districts and speakers with multiple reference transcripts.

No published company result yet.

This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.

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What this benchmark measures

Metrics

Benchmark-specific multilingual transcription scores.

Execution requirements

ASR with supported Indian languages.

Scope and limitations

Gated access and language-specific normalization; supplement rather than replace global speech coverage.

Evaluation availability

Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.

Sources and company fit

Companies whose products may fit

Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.

Compatibility notes for each company

AssemblyAI: Direct ASR API

Cartesia: TTS API; full cloning protocol conditional

Deepgram: Capability-aligned; adapter/access to qualify

Gladia: Direct ASR API

Google DeepMind: Capability-aligned; adapter/access to qualify

Meta: Capability-aligned; adapter/access to qualify

Rev: Direct ASR API

Soniox: Direct ASR API

Speechmatics: Direct ASR API