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Introduction to the Music Tag: Generated by AI

Generated by AI refers to music that is composed, produced, or enhanced using artificial intelligence technologies. This innovative genre encompasses compositions created entirely by AI algorithms, as well as collaborative works between human artists and intelligent systems. The history of Generated by AI music dates back to early computer-generated compositions in the mid-20th century, such as the IBM 7094's use in the 1960s to play simple melodies. However, the rapid evolution of machine learning and neural networks in the 2010s and 2020s has propelled AI-generated music into mainstream relevance. Modern systems like OpenAI’s MuseNet, Google’s Magenta, and Sony’s Flow Machines have enabled the generation of complex, genre-spanning compositions, making 'Generated by AI' a prominent tag in the digital music ecosystem.

Sub-tags and Classifications of Generated by AI

• AI-Composed Music

  This sub-tag includes music pieces entirely composed by AI without human intervention.Generated by AI Music These works demonstrate the capability of algorithms to understand and replicate musical structure, harmony, and rhythm.

• AI-Human Collaborative Music

  This classification refers to music co-created by human artists and AI tools. In these cases, artists may use AI to generate melodies, harmonies, or beats, and then refine or build upon them creatively.

• AI-Enhanced Remixes

  Music remixed or reimagined using AI tools to modify style, instrumentation, or tempo falls under this sub-tag. These works showcase the potential of AI in transforming existing compositions.

• Generative Soundscapes

  Focused on ambient, evolving sound environments, this sub-tag includes music used in meditation apps, games, or installations where AI generates audio in real-time based on user interaction or preset parameters.

Famous Artists and Works in the Realm of Generated by AI

• Holly Herndon

  Holly Herndon is a pioneer in integrating AI into experimental music. Her AI 'baby', Spawn, was trained on her voice and used to create choral-style harmonies in her album 'PROTO', blending machine learning with human vocal performance.

  PROTO – Holly Herndon

  This groundbreaking album explores the fusion of human and machine-created vocals. Using her AI 'Spawn', Herndon produced rich, layered harmonies that challenged traditional notions of authorship and identity in music.

• Taryn Southern

  Taryn Southern is known for her 2018 album 'I AM AI', one of the first full-length albums entirely composed with the help of AI tools like Amper Music and IBM Watson Beat, pushing the boundaries of what AI-generated music can achieve.

  I AM AI – Taryn Southern

  A milestone in AI-generated music, this album was entirely composed using AI tools. Each track demonstrates the stylistic diversity achievable through AI, spanning pop, ballads, and electronic influences.

• YACHT

  The band YACHT used AI to reinterpret their past discography and generate new material for their album 'Chain Tripping'. Their process involved feeding their lyrics and melodies into AI models, then curating and editing the outputs.

  Daddy’s Car – Sony CSL Research Lab

  One of the first pop songs composed entirely by AI using Sony's Flow Machines. It mimics the style of The Beatles and showcases the model’s ability to learn and replicate specific musical aesthetics.

Application Scenarios of Generated by AI Music

• Generated by AI music is increasingly used to score scenes in film and television. AI can create mood-specific tracks quickly, reducing production costs and enabling dynamic, scene-adaptive compositions.

• Brands use AI-generated music to produce catchy jingles and background scores for commercials. The ability to generate multiple variations ensures tailored soundtracks that align with brand identity.

• Dynamic game environments benefit from AI-generated background music that evolves based on gameplay. This enhances immersion and allows for infinite variability, especially in open-world and sandbox games.

• AI-generated ambient music is used in mindfulness and relaxation apps, creating soothing soundscapes that adapt to user input or physiological data like heart rate and breathing patterns.

• In VR, music generated by AI can respond to user actions and environmental changes, providing an immersive auditory layer that enhances the sense of presence and interactivity.