WaveNetEQ — Packet Loss Concealment with WaveRNN

Autor: Alessio Bazzica, Lennart Kolmodin, Henrik Lundin, Alex Narest, Olga Sharonova, Pablo Barrera Gonzalez, Thomas C. Walters, Florian Stimberg
Rok vydání: 2020
Předmět:
Zdroj: ACSSC
DOI: 10.1109/ieeeconf51394.2020.9443419
Popis: We present WaveNetEQ, a novel packet loss concealment method based on a WaveRNN architecture. The model is conditioned on a log-mel spectrogram of the past signal to extract slow moving features, like voice characteristics and prosody and achieves significantly better quality than pattern based methods for medium and long term packet loss. Through aggressive sparsification the model is efficient enough to run on a phone.
Databáze: OpenAIRE