Omnilingual ASR download for Windows

This is the Windows app named Omnilingual ASR whose latest release can be downloaded as omnilingual-asrsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

MÀN HÌNH:

ASR đa ngôn ngữ

SỰ MIÊU TẢ:

Omnilingual-ASR is a research codebase exploring automatic speech recognition that generalizes across a very large number of languages using shared modeling and training recipes. It focuses on leveraging self-supervised audio pretraining and scalable fine-tuning so low-resource languages can benefit from high-resource data. The project provides data preparation pipelines, training scripts, decoding utilities, and evaluation tools so researchers can reproduce results and extend to new language sets. It emphasizes modularity: acoustic modeling, language modeling, tokenization, and decoding are separable pieces you can swap or ablate. The repo is aimed at pushing practical multilingual ASR—robust to accents, code-switching, and domain shifts—rather than language-by-language systems. For practitioners, it’s a starting point to study transfer, zero-shot behavior, and trade-offs between model size, compute cost, and coverage.

Tính năng

• End-to-end training recipes with self-supervised pretraining and multilingual fine-tuning
• Data prep scripts for large, heterogeneous corpora and multilingual tokenization
• Decoding pipelines with configurable beam search and language model fusion
• Evaluation utilities covering WER/CER and language-wise breakdowns
• Modular components to swap acoustic models, tokenizers, or decoders
• Support for distributed training to scale experiments on modern accelerators

Ngôn ngữ lập trình

Python

Danh Mục

This is an application that can also be fetched from https://sourceforge.net/projects/omnilingual-asr.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.