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@ASRBench

ASRBench

Evaluate, compare and find the best model for audio transcription.

🇧🇷 Versão Português Brasileiro

ASRBench: Evaluate, compare and find the best model for audio transcription.

ASRBench is a framework developed in Python for creating and running benchmarks of audio transcription systems. It allows researchers and developers to compare different transcription systems in terms of accuracy, performance and resource utilization.

The ASRBench organization brings together projects that facilitate the evaluation of transcription systems, including an extensible framework and a command-line interface (CLI) for simple and efficient benchmark execution.

Features

  • Simplified configuration: Everything works from a single YAML configuration file, making the process intuitive and agile.
  • Extensible framework: Customize benchmarks to meet your specific needs.
  • CLI: Run benchmarks quickly with pre-configured systems.
  • Comprehensive comparison: Evaluate different systems with detailed metrics.

Projects in the Organization

ASRBench Framework

The core of ASRBench, responsible for providing the structure for configuring and running customized benchmarks.

ASRBench CLI

A command line interface that facilitates the execution of benchmarks with simple configurations and support for already implemented transcription systems.

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  1. asrbench asrbench Public

    Extensible, easy to use Python framework for evaluation of audio transcription systems

    Python

  2. asrbench-cli asrbench-cli Public

    A command-line tool for the ASRBench framework, simplifying audio transcription system benchmarking with a single config file, supporting popular and custom transcription systems

    Python

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