Multitask Learning for Low Resource Spoken Language Understanding

no code implementations • 24 Nov 2022 • Quentin Meeus, Marie-Francine Moens, Hugo Van hamme

We explore the benefits that multitask learning offer to speech processing as we train models on dual objectives with automatic speech recognition and intent classification or sentiment classification.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +7

Bidirectional Representations for Low Resource Spoken Language Understanding

no code implementations • 24 Nov 2022 • Quentin Meeus, Marie-Francine Moens, Hugo Van hamme

Class attention can be used to visually explain the predictions of our model, which goes a long way in understanding how the model makes predictions.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4