- Generative AI - Home
- Generative AI Basics
- Generative AI Basics
- Generative AI Evolution
- ML and Generative AI
- Generative AI Models
- Discriminative vs Generative Models
- Types of Gen AI Models
- Probability Distribution
- Probability Density Functions
- Maximum Likelihood Estimation
- Generative AI Networks
- How GANs Work?
- GAN - Architecture
- Conditional GANs
- StyleGAN and CycleGAN
- Training a GAN
- GAN Applications
- Generative AI Transformer
- Transformers in Gen AI
- Architecture of Transformers in Gen AI
- Input Embeddings in Transformers
- Multi-Head Attention
- Positional Encoding
- Feed Forward Neural Network
- Residual Connections in Transformers
- Generative AI Autoencoders
- Autoencoders in Gen AI
- Autoencoders Types and Applications
- Implement Autoencoders Using Python
- Variational Autoencoders
- Generative AI and ChatGPT
- A Generative AI Model
- Generative AI Miscellaneous
- Gen AI for Manufacturing
- Gen AI for Developers
- Gen AI for Cybersecurity
- Gen AI for Software Testing
- Gen AI for Marketing
- Gen AI for Educators
- Gen AI for Healthcare
- Gen AI for Students
- Gen AI for Industry
- Gen AI for Movies
- Gen AI for Music
- Gen AI for Cooking
- Gen AI for Media
- Gen AI for Communications
- Gen AI for Photography
Generative AI for Music
Generative AI is transforming the music industry by giving musicians, producers, and song writers the required tools to improve the creative process, help them discover new words, and improve the production quality. In this chapter, we will highlight some of the popular Generative AI tools that music professionals can use to maximize their productivity and creativity.
ChatGPT: AI for Songwriting and Lyric Generation
ChatGPT assists songwriters in creating lyrics, exploring themes, and refining their songwriting ideas. Its language generation capabilities allow musicians to try out different lyrical styles and structures across a range of genres.
Benefits
- Generate ideas for lyrics and themes rapidly
- Maintain consistent lyrical styles and structures
- Adapt to different musical genres
- Provide writing prompts for creative inspiration
Lyric Writing
Create songs based on a specific topic, mood, or genre.
Prompt − Write a verse and chorus for a pop song about overcoming challenges, with an upbeat and hopeful tone.
Song Theme Development
Develop themes and storylines for songs.
Prompt − Suggest five unique themes for a jazz song that reflects urban nightlife
AIVA: AI for Composing Music
AIVA (Artificial Intelligence Virtual Artist) creates original music across a range of genres, such as classical, jazz, pop, and electronic. Users can utilize AIVA to produce music soundtracks, chord progressions, and melodies for both personal and professional applications.
Benefits
- Generates royalty-free music tracks
- Helps inspire composition
- Enables the creation of mood-based and genre-specific music
- Customizes arrangements to suit different styles
Background Scores
Create ambient music for videos, podcasts, or film scores.
Prompt − Compose a 3-minute orchestral score with a suspenseful tone, suitable for a thriller film.
Melody Creation
Generate melodies to inspire further development in your compositions.
Prompt − Compose a catchy melody for an upbeat pop song thats 90 seconds long.
Amper Music: AI for Royalty-Free Music Tracks
Amper Music enables users to produce royalty-free tracks across multiple genres using its AI-driven music creation platform. Users can use it to create background music, intros, and thematic scores for various types of media.
Benefits
- Rapidly generates high-quality, royalty-free music
- Allows users to control mood, style, and duration
- Serves as a great choice for soundtracks in videos and advertisements
- Offers customization options for arrangement and instrumentation
Background Music for Podcasts
Use QuillBot to paraphrase content when youre trying to incorporate research into your work without plagiarizing.
Prompt − Paraphrase this paragraph from a journal article on the effects of social media on mental health.
Advertisement Music
Create short music tracks for commercials or social media ads.
Prompt − Compose a cheerful 15-second jingle suitable for a childrens toy commercial.
LANDR: AI for Mastering and Production
LANDR, an AI-powered platform, automates the music mastering process by enhancing tracks with EQ, compression, and various audio features. Musicians and producers seeking fast and high-quality results can utilize this great resource.
Benefits
- Achieve a fast and affordable mastering process.
- Ensure consistent quality across different audio files.
- Customize based on genre and desired sound.
- Attain a professional-grade sound without manual adjustments.
Mastering for Digital Distribution
Prepare tracks for digital release by ensuring consistent sound quality.
Prompt − Master this hip-hop track for release on streaming platforms with a focus on bass depth and clarity.
Quick Demo Production
Produce high-quality demos quickly for pitches or reviews.
Prompt − Enhance this acoustic demo with a warm tone and balanced EQ for a softer, intimate sound.
Endlesss: AI for Collaborative Music Production
Endlesss enables musicians to collaborate in real-time, creating music and jamming together. Its ideal for artists who want to co-create, remix, and experiment with others worldwide.
Benefits
- Collaborates with artists anywhere
- Provides instant feedback and fosters real-time creativity
- Enables experimentation with various loops and sounds
- Inspires fresh musical ideas and production techniques
Collaborative Jamming
Jam with other musicians to create unique, spontaneous pieces.
Prompt − Start a jam session with an upbeat tempo for a funk-inspired track, inviting collaborators to add bass and drums.
Loop Creation and Remixing
Experiment with loops and create remixable sound elements.
Prompt − Generate a set of loops for a lo-fi hip-hop track, focusing on ambient sounds and rhythmic bass lines
Sonic Visualiser: AI for Audio Analysis and Sound Design
Sonic Visualiser allows users to analyze audio in depth, enabling them to visualize and dissect audio files for insights into music theory and sound design. Its perfect for music professionals who want to explore the technical aspects of sound.
Benefits
- Advanced analysis of pitch, tempo, and spectrum
- Researchers support music theory and sound design.
- Analysts help recreate and analyze complex sounds.
- Both trainers and creators find it useful for inspiration.
Analyzing Tracks for Remixing
Break down complex tracks to understand structure and arrangement for remixes.
Prompt − Analyze the rhythm and harmony structure of this jazz track to assist with remix production.
Sound Design Research
Study sound components for designing new soundscapes or effects.
Prompt − Analyze the spectral elements of this ambient soundscape to uncover its layered textures.
Conclusion
Generative AI tools like ChatGPT, AIVA, Amper Music, LANDR, Endlesss, and Sonic Visualiser empower music professionals with resources for song writing, sound design, collaboration, and production. Use these tools to enhance your workflow and inspire creative possibilities. They deliver high quality suitable for a variety of projects and can actively create music.