Speech recognition / Benchmark leaderboard

Common Voice

Crowd-sourced speech spanning languages, accents and speakers.

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

WER/CER on a frozen release and held-out split.

Execution requirements

Speech recognizer plus exact release and language selection.

Scope and limitations

A large evolving dataset, not one fixed leaderboard protocol; freeze release, split and licenses.

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

ElevenLabs: TTS API; full cloning protocol conditional

Gladia: Direct ASR API

Meta: Capability-aligned; adapter/access to qualify

Rev: Direct ASR API

Soniox: Direct ASR API

Speechmatics: Direct ASR API