Maximillian Chen

Pre-Finetuning for Few-Shot Emotional Speech Recognition

2023 · arXiv (Cornell University)

Speech models have long been known to overfit individual speakers for many classification tasks. This leads to poor generalization in settings where the speakers are out-of-domain or out-of-distribution, as is common in production environments. We …