AudioLM vs WaveNet
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AudioLM
AudioLM is a framework for audio generation introduced by Google Research in 2022. It models both speech and music by first converting raw audio into discrete tokens using a neural audio codec, then applying a transformer-based language model to predict token sequences in a hierarchical, multi-scale fashion. The system generates long-form, coherent audio continuations without requiring symbolic re...
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WaveNet
WaveNet is a deep neural network architecture for generating raw audio waveforms, introduced by researchers at DeepMind in a paper published in September 2016. It uses a dilated causal convolutional network to model audio signals directly at the sample level, producing more natural-sounding speech than prior concatenative and parametric text-to-speech systems. The approach also enabled generation...
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