WaveNet

GPTKB entity

Properties (51)
Predicate Object
gptkbp:instanceOf deep learning model
gptkbp:appliesTo audio generation
gptkbp:basedOn autoregressive models
gptkbp:completed state-of-the-art results
gptkbp:developedBy DeepMind
gptkbp:firstIntroduced 2016
gptkbp:has multiple layers
high sample quality
gptkbp:hasRelatedPatent music generation
https://www.w3.org/2000/01/rdf-schema#label WaveNet
gptkbp:improves naturalness of speech
gptkbp:is computationally intensive
a significant advancement in AI
a model that has been implemented in various frameworks
a framework for audio synthesis
a generative model
a hierarchical model
a model for sequential data
a model that can be conditioned on text
a model that can be fine-tuned
a model that can be parallelized
a model that can be scaled up
a model that can produce diverse outputs
a model that captures temporal dependencies
a model that has been adopted in industry
a model that has been cited extensively
a model that has been open-sourced
a model that has influenced other models.
a model that has inspired further research
a model that has led to new research directions
a model that has received significant attention
a model that learns from data
a model that uses dilated convolutions
a probabilistic model
a type of neural network
non-causal model
a model that has been evaluated on various benchmarks
a model that can be used in real-world applications
gptkbp:isFacilitatedBy complex audio signals
gptkbp:isInfluencedBy WaveRNN
gptkbp:isNear real-time system
gptkbp:isPartOf traditional text-to-speech systems
gptkbp:isTestedFor backpropagation
gptkbp:isUsedFor voice cloning
gptkbp:mayHave raw audio waveforms
human-like speech
gptkbp:powerOutput audio samples
gptkbp:requires large datasets
gptkbp:usedFor text-to-speech synthesis
gptkbp:uses generative modeling
gptkbp:utilizes convolutional neural networks