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Top 6 Dutch ASR Challenges: Diverse Dialects, Data, and Dictionaries

Blog post from Deepgram

Post Details
Company
Date Published
Author
Conner Goodrum
Word Count
803
Language
English
Hacker News Points
-
Summary

The text discusses six challenges in training a Dutch automatic speech recognition (ASR) model due to the language's diverse dialects, data, and dictionaries. These include inflection, compound words, different dialects, vocabulary size issues, pronunciation variations, and potential biases introduced by standardizing data. The article emphasizes that these challenges make it difficult for ASR models to accurately transcribe speech in various varieties of Dutch.