Distant conversational speech recognition: Challenges and Opportunities
State-of-the-art ASR systems excel on close-talk benchmarks but struggle with far-field conversational speech, where error rates remain above 20%. Current benchmark datasets inadequately assess generalization across domains and real-world conditions, often relying on oracle segmentation…
Evaluating the Cultural Relevance of AI Models and Products: Learnings on Maternal Health ASR, Data Augmentation and User Testing Methods
How do we ensure that AI systems are not only technologically advanced but also deeply resonant and beneficial for the specific communities they aim to serve? As AI becomes more integrated into critical sectors like…