Detail aplikovaného výsledku

EU-ASR

SZŐKE, I.; VESELÝ, K.; POLOK, A.; SALIMBAJEVS, A.

Originální název

EU-ASR

Anglický název

EU-ASR

Druh

Software

Abstrakt

EU-ASR codebase, includes code for data-formatting, self-supervised pre-training, fine-tuning training and deploying of a monolingual streaming ASR. It is the output of the EU Tender contract CNECT/LUX/2022/OP/0030 - LC-01940589 - Lot 2. The underlying technology is based on `pytorch, transformers, k2-fsa, sherpa-onnx`, offering SOTA Transducer architecture with E-Branchformer encoder. The runtime is a modular python-based client-server application with GRPC or websocket APIs. The runtime can process an uploaded file or a continuous stream of audio (streaming ASR).

Abstrakt anglicky

EU-ASR codebase, includes code for data-formatting, self-supervised pre-training, fine-tuning training and deploying of a monolingual streaming ASR. It is the output of the EU Tender contract CNECT/LUX/2022/OP/0030 - LC-01940589 - Lot 2. The underlying technology is based on `pytorch, transformers, k2-fsa, sherpa-onnx`, offering SOTA Transducer architecture with E-Branchformer encoder. The runtime is a modular python-based client-server application with GRPC or websocket APIs. The runtime can process an uploaded file or a continuous stream of audio (streaming ASR).

Klíčová slova

speech recognition, training code, deployment code

Klíčová slova anglicky

speech recognition, training code, deployment code

Licenční poplatek

Výsledek je využíván vlastníkem

www