End-to-end Feedback Loss in Speech Chain Framework via Straight-through Estimator
End-to-end Feedback Loss in Speech Chain Framework via Straight-through Estimator
The speech chain mechanism integrates automatic speech recognition (ASR) and text-to-speech synthesis (TTS) modules into a single cycle during training. In our previous work, we applied a speech chain mechanism as a semi-supervised learning. It provides the ability for ASR and TTS to assist each other when they receive unpaired …