WaveNet
WaveNet is a deep generative model for raw audio waveforms developed by DeepMind, known for producing highly realistic speech and audio synthesis through neural network architectures.
audio generation
AudioLM (audio language model)
AudioLM is a neural network-based audio language model designed to generate coherent and high-quality audio sequences by learning from raw audio data. It leverages techniques from natural language processing and audio signal processing to produce extended audio continuations without explicit semantic conditioning.
HiFi-GAN
HiFi-GAN is a deep learning-based neural vocoder designed for high-fidelity speech synthesis. It uses generative adversarial networks to efficiently produce natural-sounding audio waveforms from mel-spectrograms.
MelNet (mel-spectrogram generation)
MelNet is a deep learning model designed for generating mel-spectrograms, which are visual representations of audio signals. It utilizes a probabilistic hierarchical approach to model complex audio structures, enabling applications in speech synthesis and audio generation. MelNet advances the state of the art in audio generation by capturing long-term dependencies and rich spectral details.