Speech data collection and annotation for production-ready ASR systems
However, the performance, fairness, and scalability of ASR models depend fundamentally on the quality, diversity, and ethical handling of speech data used to train them. In this article, we will discuss the role of ASR data annotation – covering data sourcing, challenges, dataset annotation, ethical considerations, and real-world use cases for developing production-ready ASR models…
