README.md

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title: README
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Music Mastery with AI: Harmonizing Technology and Creativity 🎶
Introduction 🌟
Welcome to the world where Artificial Intelligence (AI) meets music, transforming how we learn, create, and enjoy melodies. Imagine a space where AI not only educates you on music theory and techniques but also inspires you to compose and play the music you love. Let's explore ten innovative AI applications that make this musical journey exhilarating!

1. Acquire Datasets - https://huggingface.co/spaces/awacke1/WebDatasets
2. Generate 30 Second Music Segments: https://huggingface.co/spaces/awacke1/MusicGenStreamFacebook
3. Music Video Awards Deep Dive Neuron Cluster:  https://huggingface.co/spaces/awacke1/WebVideoAwards
4. Song and Album Image Generator:  https://huggingface.co/spaces/awacke1/RealTimeImageGen
5. Chords and Lyrics Writer: https://huggingface.co/spaces/awacke1/Mistral_Ultimate_Chords_and_Lyrics_Writer
6. Prompts



# Chords and Lyrics study

The music for singing arrangement is very different from each instrument.
In order to understand them playing together you can pursue and understand how pieces of an ensemble complement one another.
The play of transition and change governs reusable parts of music - assemblies to go together to transition from one instrument or player to another.

These transitions can be seen easily in examples where chords change as a lyric is pronounced.

In AI and the study of neurosccience of the human brain, our understanding is that neurons are dendreticcally excititory meaning one can communicate.
The play of next sequence has another agent as speaker.  
Agents communicate to eachother to let them know your part is coming up, be at pace with me and you go next, passing flow of music from one part to the next.

In the following songs and lyrics, examples are shown where there is change within introduction off a worrd which triggers a procedural chord progression range.

The challenge is to make the tomorrow of music more easily understood to naturally express music insidde of any individual and lead them to learn what works best for their own unique sense of rhythm.

# Bulk Download of Chords and Lyrics to Learn From - Datasets of Music

The Datasets of music will be any annotated human written or generated data that has dense slignment of words of lyrics to tokenize and the correlation of chord single character tokens which follow line sequences.

Line Sequences alternate between whitespace or tabs and chord characters.  Chord references can hint at thirds and chord progressions that have slight playing information such as thumb ddown and other techniques used to write music.

Writing music sources will sometimes have aggregated chord progressions or information on what popular chord progressions exist.


# Examples for Music Genres, Effects of Music, Workout and Tempo Pairing

```
    #examples = [
    #    ["Country acoustic guitar fast line dance singer like  Kenny Chesney and Garth brooks and Luke Combs and Chris Stapleton. bpm: 100", 30, 0.5, 5],
    #    ["Electronic Dance track with pulsating bass and high energy synths. bpm: 126", 30, 0.5, 5],
    #    ["Rap Beats with deep bass and snappy snares. bpm: 80", 30, 0.5, 5],
    #    ["Lo-Fi track with smooth beats and chill vibes. bpm: 100", 30, 0.5, 5],
    #    ["Global Groove track with international instruments and dance rhythms. bpm: 128", 30, 0.5, 5],
    #    ["Relaxing Meditation music with ambient pads and soothing melodies. bpm: 80", 30, 0.5, 5],
    #    ["Rave Dance track with hard-hitting beats and euphoric synths. bpm: 128", 30, 0.5, 5]
    #],
```

# Genres By Performance and Popularity
```
    examples = [
    ["🌟 Dance/EDM track with vibrant synths and a driving beat. bpm: 128", 30, 0.5, 5],
    ["💼 Corporate theme with an upbeat tempo and motivational melodies. bpm: 120", 30, 0.5, 5],
    ["🎸 Rock anthem with powerful guitar riffs and energetic drums. bpm: 140", 30, 0.5, 5],
    ["🌊 Chill Out track with soothing ambient sounds and relaxed tempo. bpm: 90", 30, 0.5, 5],
    ["🎤 Hip Hop beat with hard-hitting bass and catchy rhythms. bpm: 95", 30, 0.5, 5],
    ["🎻 Orchestral piece with dramatic strings and grand composition. bpm: 70", 30, 0.5, 5],
    ["🕺 Funk groove with groovy basslines and rhythmic guitars. bpm: 110", 30, 0.5, 5],
    ["🕹️ Video Game music with retro synths and catchy chiptune melodies. bpm: 130", 30, 0.5, 5],
    ["🌾 Folk song with acoustic guitar and harmonious vocals. bpm: 85", 30, 0.5, 5],
    ["🌙 Ambient soundscape with ethereal pads and calming tones. bpm: 60", 30, 0.5, 5],
    ["🎷 Jazz tune with smooth saxophone and swinging rhythms. bpm: 120", 30, 0.5, 5],
    ["👶 Kids music with cheerful melodies and playful instruments. bpm: 100", 30, 0.5, 5],
    ["🌟 Pop hit with catchy hooks and upbeat rhythms. bpm: 115", 30, 0.5, 5],
    ["🎬 Production music with versatile sounds for various media. bpm: 110", 30, 0.5, 5],
    ["🔊 Electronic piece with experimental sounds and unique textures. bpm: 125", 30, 0.5, 5],
    ["🌴 Reggae rhythm with laid-back vibes and offbeat guitar chords. bpm: 75", 30, 0.5, 5],
    ["💃 Dance track with infectious beats and lively energy. bpm: 130", 30, 0.5, 5],
    ["🎤 R&B tune with smooth vocals and soulful grooves. bpm: 90", 30, 0.5, 5],
    ["🎉 Latin song with rhythmic percussion and fiery melodies. bpm: 105", 30, 0.5, 5],
    ["🤠 Country track with twangy guitars and heartfelt storytelling. bpm: 85", 30, 0.5, 5],
    ["🎶 Indian music with traditional instruments and intricate rhythms. bpm: 95", 30, 0.5, 5]
    ],
```

# Genres By Exercise Pairing
```

    examples = [
    ["🧘 Yoga, pilates, and other low-intensity activities. bpm: 60-90", 30, 0.5, 5],
    ["🌟 Power yoga. bpm: 100-140", 30, 0.5, 5],
    ["💪 CrossFit, indoor cycling, or other HIIT forms. bpm: 140-180+", 30, 0.5, 5],
    ["💃 Zumba and dance. bpm: 130-170", 30, 0.5, 5],
    ["🏃 Steady-state cardio, such as jogging. bpm: 120-140", 30, 0.5, 5],
    ["🏃‍♂️ Runners. bpm: 150-190", 30, 0.5, 5],
    ["🚶 Walking or cycling. bpm: 80-110", 30, 0.5, 5],
    ["🏃‍♀️ Long-distance runs. bpm: 120-140", 30, 0.5, 5],
    ["🏃‍♂️ Shorter, more intense runs. bpm: 147-160", 30, 0.5, 5],
    ["🏋️ Weightlifting. bpm: 130-140", 30, 0.5, 5],
    ["🤸 Low impact aerobics. bpm: 133-148", 30, 0.5, 5],
    ["🎸 Ballad / Slow. bpm: 50-85", 30, 0.5, 5],
    ["🎹 Mid-Tempo. bpm: 90-105", 30, 0.5, 5],
    ["🚀 Up-Tempo. bpm: 110-125", 30, 0.5, 5],
    ["🔥 Fast. bpm: 130+", 30, 0.5, 5],
    ["🎵 Blues. bpm: 50+", 30, 0.5, 5],
    ["🎬 Ambient/Movie Score. bpm: 80", 30, 0.5, 5],
    ["🌌 Down Tempo. bpm: 65-95", 30, 0.5, 5],
    ["🌴 Reggae. bpm: 60-90", 30, 0.5, 5],
    ["🎤 Hip-Hop. bpm: 85-110", 30, 0.5, 5],
    ["🎸 Rock. bpm: 90-100", 30, 0.5, 5],
    ["🎸 Alternative Rock. bpm: 120", 30, 0.5, 5],
    ["💖 RnB/Motown. bpm: 75-100", 30, 0.5, 5],
    ["🕺 Dance/House. bpm: 110-130", 30, 0.5, 5],
    ["✨ Trance. bpm: 120-140", 30, 0.5, 5],
    ["🎛️ Techno. bpm: 130-150", 30, 0.5, 5],
    ["🔊 Dubstep. bpm: 130-145", 30, 0.5, 5],
    ["🥁 Drum n' Bass. bpm: 150-170", 30, 0.5, 5],
    ["🤘 Punk Rock. bpm: 140-200", 30, 0.5, 5],
    ["🌾 Bluegrass. bpm: 120-240", 30, 0.5, 5]
    ],
```



## Top 21 Genre of Music in Descending Order of Popularity / Frequency
1. Dance/EDM
2. Corporate
3. Rock
4. Chill Out
5. Hip Hop
6. Orchestral
7. Funk
8. VideoGame
9. Folk
10. Ambient
11. Jazz
12. Kids
13. Pop
14. Production
15. Electronic
16. Reggae
17. Dance
18. R&B
19. Latin
20. Country
21. Indian

## Tempo and BPM for Different Types of Music and Effect
Yoga, pilates, and other low-intensity activities: 60 to 90 BPM
Power yoga: 100 to 140 BPM
CrossFit, indoor cycling, or other forms of HIIT: 140 to 180-plus BPM
Zumba and dance: 130 to 170 BPM
Steady-state cardio, such as jogging: 120 to 140 BPM
Runners: 150-190bpm
Walking or cycling: 80-110bpm
Long-distance runs: 120-140 BPM
Shorter, more intense runs: 147-160 BPM
Weightlifting: 130-140
Low impact aerobics: 133-148 bpm
High frequencies between 20 and 30 Hz can improve muscle power and muscle force.

Steady-state cardio, such as jogging: 120 to 140 BPM. Weightlifting and powerlifting: 130 to 150 BPM. Warming up for exercise: 100 to 140 BPM. Cooling down after exercise: 60 to 90 BPM.

How to Measure Tempo:
Tempo is measured through the use of a metronome, a time-keeping device. You can get metronome widgets, software and apps easily online, free too. You can also use a drum machine or use a “click” which is a BPM counter that is provided with most multi-track recording software/ digital workstations. These devices allow you to set or tap out a tempo in BPM.

Typical Tempo Ranges for Various Musical Styles and Terms:
The tempos below are good starting points for the listed style. You can experiment with moving them slightly slower or faster.

Ballad / Slow: 50 to 85 BPM
Mid-Tempo: 90-105 BPM
Up-Tempo: 110-125 BPM
Fast: 130 BPM and up
Blues: 50 BPM and up
Ambient/Movie Score: 80 BPM
Down Tempo: 65-95 BPM
Reggae: 60-90 BPM
Hip-Hop: 85-110 BPM
Rock: 90-100 BPM
Alternative Rock: 120 BPM
RnB/Motown: 75-100 BPM
Dance/House: 110-130 BPM
Trance: 120-140 BPM
Techno: 130-150 BPM
Dubstep: 130-145 BPM
Drum n’ Bass: 150-170 BPM
Punk Rock: 140-200 BPM
Bluegrass: 120-240 BPM


## Papers
https://arxiv.org/pdf/2306.05284.pdf


## Prompt Example

# List of prompts for full song details of various artists

```
        examples = [
            ["🎸 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Everclear songs. 🎤"],
            ["🎵 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Taylor Swift songs. 🎶"],
            ["🎙️ Show full verse, chorus, intro, and outro chords and lyrics for top 3 Adele songs. 🎧"],
            ["🎼 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Bruno Mars songs. 🎷"],
            ["🎹 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Lady Gaga songs. 🎺"],
            ["🎻 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Ed Sheeran songs. 🥁"],
            ["🎤 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Drake songs. 🎶"],
            ["🎧 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Rihanna songs. 🎵"],
            ["🎷 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Justin Bieber songs. 🎼"],
            ["🎶 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Beyoncé songs. 🎙️"],
            ["🎺 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Katy Perry songs. 🎹"],
            ["🥁 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Eminem songs. 🎻"],
            ["🎤 Show full verse, chorus, intro, and outro chords and lyrics for top 3 Ariana Grande songs. 🎧"]
       ]
```

# List of Acquire Datasets Starting Points for Learning Chords and Lyrics:

# Top 10 Music Resource Websites for Guitar 🎶

1. 🎵 [Chordify](https://www.chordify.net) - Play Along Chords
   - Vast collection of chords for popular songs.
   - Play along and learn new tracks.

2. 📚 [National Guitar Academy](https://nationalguitaracademy.com) - Guitar Learning
   - Guitar chords and lyrics for classic and contemporary songs.
   - Curated by professional guitar teachers.

3. 🌐 [Ultimate Guitar](https://www.ultimate-guitar.com) - Massive Song Database
   - Extensive database with over a million songs.
   - Community contributions for tabs and reviews.

4. 🔍 [Chordie](https://www.chordie.com) - Easy Search
   - Large database of songs with regular updates.
   - Easy-to-use chord chart editors.

5. 🎧 [Songsterr](https://www.songsterr.com) - Interactive Tabs
   - Accurate tabs and chord charts.
   - User-friendly interface and playback features.

6. 🎼 [E-Chords](https://www.e-chords.com) - Video Lessons
   - Adjustable chord sheets and video tutorials.
   - Blog for comprehensive learning.

7. 🎸 [Guitar Down Under](https://www.guitardownunder.com) - Fingerpicking Focus
   - Highly accurate tabs for fingerpicking guitar.
   - Video performances and PDF song versions.

8. 📑 [Tab Crawler](https://www.tabcrawler.com) - Extensive Tab Library
   - Almost 3 million guitar tabs.
   - Focus on tab accuracy and variety.

9. 📖 [AZ Chords](https://www.azchords.com) - Extensive Chord Library
   - Extensive library of guitar tabs.
   - Multiple options for the same song.

10. 📝 [ChordLines](https://www.chordlines.com) - Artist Focus
    - Focus on various artists and top songs.
    - Guitar chords and lyrics.

# Top Ten Sites for Computer Music:

# Top Resources for Piano Chords and MIDI Music 🎹

1. 🎵 [Chordify](https://www.chordify.net) - Piano Chords
   - Provides chords for a variety of songs, suitable for piano.
   - Interactive and easy to play along.

2. 🎼 [E-Chords](https://www.e-chords.com) - Piano Tutorials
   - Offers piano chord sheets and video tutorials.
   - Good for learning new songs on the piano.

3. 📚 [Ultimate Guitar](https://www.ultimate-guitar.com) (Piano Version)
   - Extensive collection of songs with chords that can be adapted for piano.
   - Community-contributed tabs and chord arrangements.

4. 🎹 [8notes](https://www.8notes.com) - Sheet Music & MIDI
   - Variety of sheet music for piano, including MIDI files.
   - Includes free and premium content.

5. 🌐 [MIDI World](https://www.midiworld.com) - MIDI Files
   - Extensive collection of MIDI files for various songs.
   - Useful for computer music and digital composition.

6. 🎧 [BitMidi](https://bitmidi.com) - MIDI Song Files
   - Large database of MIDI files for popular songs.
   - Great for experimentation and electronic music.

7. 🔍 [MuseScore](https://musescore.com) - Sheet Music Community
   - Community-driven site with a wide range of piano sheet music.
   - MIDI files available for many compositions.

8. 📑 [Piano World Forums](http://forum.pianoworld.com) - Piano Community
   - Forum for piano enthusiasts with discussions on chords, sheet music, and MIDI.
   - Great for connecting with other musicians.

9. 📖 [VGMusic](https://www.vgmusic.com) - Video Game Music MIDI
   - Large collection of MIDI files from video games.
   - Ideal for fans of game music and digital composition.

10. 📝 [FreeMIDI](https://freemidi.org) - MIDI Music Library
    - Free MIDI files for a variety of music genres.
    - Useful for piano practice and digital music creation.

These resources are excellent for those interested in piano chords, learning new songs on the piano, and exploring the realm of computer music with MIDI files.


# AI Music Apps Deep Dive:
AI-Powered Music Apps: A Symphony of Innovation 🎹
AI Composer's Assistant 🤖🎼

Uses AI to suggest chord progressions and melodies based on your preferences.
Ideal for songwriters looking for creative inspiration.
Virtual Music Theory Tutor 📚🎵

An interactive app teaching music theory with AI-powered lessons and quizzes.
Tailors learning to your skill level and interests.
Lyric Generator 📝🎤

AI crafts unique song lyrics based on chosen themes or emotions.
Perfect for overcoming writer's block.
Instrument Tutor 🎷🤖

Personalized AI tutor for learning musical instruments.
Offers feedback on playing technique and progress.
AI Music Producer 🎚️🤖

Assists in producing and mixing tracks with AI-generated suggestions.
Brings a professional touch to home recordings.
Music Video Analyzer 📹🎼

Analyzes music videos to teach visual storytelling in music.
Great for understanding the art of music video production.
9🎵MusicHub🌐StreamZone📘Socialify👥

Explore Here
Blends music therapy with social interaction for a holistic music experience.
AI Music Awards Analyst 🏆🎹

Analyzes past music award shows to predict trends and winning qualities.
A fun tool for music enthusiasts and aspiring artists.
Virtual Reality Music Studio 🎧🌌

A VR app that lets you compose and produce music in a virtual studio.
Immersive experience blending technology and creativity.
AI Music Archivist 📁🎶

Catalogs and organizes your music library using AI.
Recommends new music based on your listening history.
Conclusion 🎯
These ten AI applications are not just tools; they're gateways to a world where technology enhances our musical creativity and learning. They promise a harmonious blend of AI and music, making the joy of music creation and education accessible to everyone. Let's tune in to the future of music with AI! 🚀🎶

This markdown outline creates a captivating narrative around the idea of AI-enhanced musical education and creation. The use of emojis adds a fun and engaging element to the content.