Best Audio Gen
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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 t...
Suno v3 is an artificial intelligence music generation model developed by Suno and released in December 2023. The model allows users to generate full, structured songs containing vocals, instrumentation, and lyrics from short text prompts. It operates through a web-based interface and was noted for...
Voicebox is a generative artificial intelligence model for speech synthesis developed by Meta and announced in 2023. Utilizing a non-autoregressive flow-matching architecture, it is capable of zero-shot text-to-speech generation in multiple languages, including English, French, Spanish, German, Poli...
MusicGen is a text-to-music generation model developed by Meta and released in 2023 as part of the AudioCraft open-source framework. Built on an EnCodec tokenizer and a transformer-based language model architecture, it generates audio waveforms from text prompts. The model is capable of producing mu...
Google's 2022 audio generation model that produces coherent long-form speech and piano music by treating audio as sequences of discrete tokens.
Google DeepMind's 2023 fast parallel audio generation model that synthesizes natural-sounding dialogue from AudioLM tokens orders of magnitude faster than real time.
