Kartik Audhkhasi

Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems

2020 · arXiv (Cornell University)

Training an end-to-end (E2E) neural network speech-to-intent (S2I) system that directly extracts intents from speech requires large amounts of intent-labeled speech data, which is time consuming and expensive to collect. Initializing the S2I model with …