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What is Seed-Music?

Seed-Music is a comprehensive platform designed for the creation and modification of high-quality musical compositions, enabling users to produce both vocal and instrumental works from a variety of multimodal inputs, including lyrics, stylistic descriptions, sheet music, audio samples, or even vocal suggestions. This cutting-edge framework also supports the post-production editing of pre-existing tracks, allowing users to make direct modifications to melodies, instrumentations, timbres, or lyrics. It utilizes a combination of autoregressive language modeling and diffusion processes, structured into a three-phase pipeline: the first phase is representation learning, which encodes raw audio into intermediate formats such as audio tokens and symbolic music tokens; the second phase is generation, which converts these varied inputs into musical representations; and the final phase is rendering, which changes these representations into high-fidelity sound outputs. Additionally, Seed-Music's features encompass the transformation of lead sheets into complete songs, synthesis of singing voices, voice modulation, audio continuation, and style adaptation, offering users detailed control over the musical elements and composition. This extensive versatility positions it as an essential tool for musicians and music producers eager to delve into new realms of creativity and innovation. Ultimately, Seed-Music not only enhances the creative process but also broadens the possibilities for musical expression in the digital age.

What is DiffusionGemma?

DiffusionGemma is a groundbreaking open model that delves into the phenomenon of text diffusion, offering an exceptionally quick approach to text generation. Licensed under Apache 2.0, this model features a staggering 26 billion parameters and utilizes a Mixture of Experts (MoE) architecture, pushing the boundaries beyond the conventional sequential token generation found in autoregressive models. Rather than generating tokens one by one, it is capable of producing complete blocks of text simultaneously, yielding generation speeds that can be up to four times quicker on GPUs. With foundations rooted in the parameter efficiency of the Gemma 4 family and insights from Gemini Diffusion research, DiffusionGemma boasts a distinctive diffusion head that significantly accelerates the generation process. Its design targets researchers and developers focused on optimizing local workflows that demand speed, such as in-line editing, rapid iterations, and complex narrative structures. By shifting the decoding bottleneck from memory bandwidth to computational capacity, the model can generate over 1,000 tokens per second on a single NVIDIA H100 and more than 700 tokens per second when utilizing an NVIDIA GeForce RTX 5090. This advancement not only enhances efficiency in text generation but also opens up new possibilities for various applications in the realm of natural language processing, paving the way for innovative developments in the field. Ultimately, the capabilities of DiffusionGemma could lead to transformative changes in how we approach text generation tasks.

Media

Media

Integrations Supported

Gemini Enterprise Agent Platform
Gemma
NVIDIA NIM

Integrations Supported

Gemini Enterprise Agent Platform
Gemma
NVIDIA NIM

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

ByteDance

Date Founded

2012

Company Location

China

Company Website

seed.bytedance.com/en/seed-music

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

blog.google/innovation-and-ai/technology/developers-tools/diffusion-gemma-faster-text-generation/

Categories and Features

Categories and Features

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