Deep Neural Networks are increasingly dominating the research activities in the Analysis/Synthesis team and elsewhere. The session will present some of the recent results of the research activities related to voice processing with deep neural networks. The presentation will discuss notably

• Analysis: F0 analysis with convolutional neural networks, Speech/Singing alignment with the CTC loss (ANR project ARS)
• Neural vocoder (ANR projects ARS and theVoice)
• Voice Conversion (ANR project theVoice).