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Accelerating Automotive Speech Recognition with Data Localization

From:Nexdata Date:2024-04-01

Challenge:

In the automotive industry, developing over 20 types of multilingual speech recognition data posed a significant challenge. Addressing in-cabin voice recognition concerns for vehicle owners and localizing in-vehicle systems with multiple languages and diverse driving scenarios required an effective solution.

 

Solution:

As an experienced automotive solution provider, we offered comprehensive services for localized data collection, testing, and validation. Our professional team collaborated directly with automotive engineering teams to implement optimized solutions for high-quality training data in all target languages. Leveraging our rich resources, we recruited native speakers to record diverse environmental languages, ensuring both quantity and quality of data. Additionally, our professional TTS service provided evaluation and improvement for speech accuracy and naturalness in driver command scenarios.

 

Results:

Our efficient collaboration and extensive experience empowered the car manufacturer's team to enhance system development, benefiting from our robust data collection and annotation capabilities. Our solution enabled them to advance their multilingual speech recognition system development and seize new market opportunities.

 


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