/plushcap/analysis/deepgram/how-to-test-automatic-speech-recognition-asr-providers-for-your-business

How to Test Automatic Speech Recognition (ASR) Providers For Your Business

What's this blog post about?

Testing Automatic Speech Recognition (ASR) providers is crucial when making a buying decision for your business. First, identify your priorities and consider features such as speed, multi-channel support, speaker separation, and deep search capabilities. To effectively test ASR providers, follow these steps: 1) Select 50 representative audio files from your company's data; 2) Send the same clips to each speech vendor for API testing; 3) Normalize text outputs for comparison; 4) Perform a Word Error Rate (WER) analysis on the files; and 5) Create visual representations of errors. Consider other variables like accuracy improvements with keywords, libraries, reprogramming, and custom training before making pricing conversations and decisions for your business.

Company
Deepgram

Date published
March 3, 2021

Author(s)
Scott Stephenson

Word count
746

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.