Speech Model Pre-training for End-to-End Spoken Language Understanding
Published in Interspeech, 2019
Recommended citation: L. Lugosch, M. Ravanelli, P. Ignoto, V. S. Tomar, Y. Bengio, “Speech Model Pre-training for End-to-End Spoken Language Understanding”, Interspeech, September 2019. https://arxiv.org/abs/1904.03670
Introduces the Fluent Speech Commands dataset and an ASR-based pre-training method for end-to-end SLU models.
Code: https://github.com/lorenlugosch/pretrain_speech_model Data: https://www.fluent.ai/research/fluent-speech-commands/