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feat: benchmarking.md for future reference

vyshnavi requested to merge asr-benchmarking into develop

Summary

Added benchmarking results documentation for ASR testing using audio files of varying durations.

Changes Made

  • Tested audio files with different durations:

    • 8 seconds
    • 32 seconds
    • 40 seconds
    • 1 minute 9 seconds
    • 5 minutes 45 seconds

  • Collected and analyzed benchmarking results for each test case.

  • Created a benchmarking.md file in the project.

  • Stored all benchmarking results in a structured table format for easy reference and comparison.

Purpose

This documentation will help the team:

  • Quickly compare model performance across different audio lengths.
  • Make faster and more informed decisions for future project enhancements.
  • Maintain a centralized reference for benchmarking observations and results.

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