Speech Datasets for AI Developers: Challenges, Trends, and Opportunities

It is essential to tackle issues such as background noise, accent variation, and ethical implications to establish robust and inclusive systems. By adopting innovative strategies and emphasizing representation and fairness, organizations can navigate these challenges and develop speech recognition technologies that are accessible to all.