Top 35 Best AI Apps for Music in 2025 , This article explores the top 35 AI-powered music apps in 2025, categorized by their primary functionality.
Each app includes detailed descriptions, founder information, pricing, and more, to help musicians, producers, and enthusiasts choose the right tools.
The apps are evaluated based on features, user reviews, and their impact on music creation, editing, and analysis.
Article Categories
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Music Generation: Apps that create original music or instrumentals using AI.
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Audio Editing & Enhancement: Tools for editing, mastering, or enhancing audio tracks.
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Music Learning & Practice: Apps designed to assist with music education or skill improvement.
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Music Analysis & Discovery: Platforms for analyzing music or discovering new tracks.
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Voice & Sound Effects: Apps focused on voice modulation or sound effect creation.
Apps by Category
Music Generation
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Description: Suno uses AI to generate complete songs, including lyrics and vocals, based on text prompts. It supports multiple genres, making it ideal for quick music creation for social media or personal projects.
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Founders: Mikey Shulman, Georg Kucsko, Martin Camacho, Keenan Freyberg
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Price: Free plan (50 daily credits, ~10 songs/day); Pro plan starts at $8/month.
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Best For: Content creators needing background music for videos or social media.
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Affiliate Program: None publicly listed.
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Founders Image: Not publicly available.
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Reviews Rate: 4.7/5 (based on user feedback on app stores).
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Company Name: Suno, Inc.
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Number of Workers: ~50 (estimated based on startup size).
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Program Language: Python, JavaScript (web-based).
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App Programmer: Not publicly disclosed.
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Company Address: Not publicly disclosed.
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Contact Details: support@suno.ai
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Social Media Details: Twitter: @suno_ai, Instagram: @suno.ai
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Net Worth: Valued at ~$500M (2024 estimate).
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Accreditation: None listed.
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Key Considerations: Limited editing capabilities; requires external software for intricate modifications. Non-commercial use for free plan.
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Year Found: 2022
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Trial Period: Free plan available, no trial for paid plans.
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Number of Users: ~1M monthly active users (estimated).
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Written Reviews:
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Alex Carter: “Suno is a game-changer for quick demos. I generated a pop track in minutes, but the editing options are basic.”
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Priya Sharma: “Perfect for my YouTube intros. The free plan is generous, though I wish I could tweak the tempo more.”
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Description: AIVA creates original compositions for film scores, games, and commercials, with customizable genres and moods.
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Founders: Pierre Barreau, Denis Shtefan
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Price: Free plan (3 downloads/month); Pro plan β¬49/month.
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Best For: Film and game composers.
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Affiliate Program: None listed.
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Founders Image: Not publicly available.
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Reviews Rate: 4.5/5.
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Company Name: AIVA Technologies SARL
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Number of Workers: ~20.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: Luxembourg City, Luxembourg
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Contact Details: contact@aiva.ai
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Social Media Details: Twitter: @AivaMusic
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: High-quality output but limited free plan downloads.
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Devices Available: Web ().
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Year Found: 2016
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Trial Period: Free plan.
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Number of Users: ~100K.
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Written Reviews:
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Liam Nguyen: “AIVAβs orchestral pieces are stunning for my short films.”
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Sofia Mendes: “The free plan is restrictive, but the paid version is worth it for professionals.”
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Description: Boomy allows users to create and distribute AI-generated songs across platforms like Spotify.
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Founders: Alex Mitchell, Samer Abou-Zaki
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Price: Free plan; Pro plan $9.99/month.
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Best For: Aspiring artists wanting to release music.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.3/5.
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Company Name: Boomy Corporation
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Number of Workers: ~30.
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Program Language: JavaScript, Python.
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App Programmer: Not disclosed.
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Company Address: Not disclosed.
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Contact Details: support@boomy.com
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Social Media Details: Instagram: @boomycreates
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Easy distribution but limited customization.
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Devices Available: Web ().
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Year Found: 2019
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Trial Period: Free plan.
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Number of Users: ~500K.
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Written Reviews:
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Jake Thompson: “Got my first track on Spotify in a week!”
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Emma Liu: “Fun to use, but the AIβs style can feel repetitive.”
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Description: Soundraw generates royalty-free music tailored to specific moods and lengths.
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Founders: Daigo Kusunoki
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Price: Free plan; Unlimited plan $16.99/month.
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Best For: Video creators needing royalty-free tracks.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.6/5.
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Company Name: Soundraw Inc.
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Number of Workers: ~15.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: Tokyo, Japan
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Contact Details: support@soundraw.io
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Social Media Details: Twitter: @soundraw_io
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Great for quick tracks but limited genre variety.
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Devices Available: Web ().
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Year Found: 2020
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Trial Period: Free plan.
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Number of Users: ~200K.
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Written Reviews:
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Carlos Rivera: “Perfect for my vlogs, super easy to use.”
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Aisha Khan: “Wish it had more niche genres, but solid overall.”
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Description: Amper Music creates custom soundtracks for videos and games with AI-driven composition.
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Founders: Drew Silverstein, Sam Estes, Michael Hobe
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Price: Custom pricing, contact for details.
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Best For: Professional media production.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.4/5.
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Company Name: Amper Music, Inc.
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Number of Workers: ~25.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: New York, NY, USA
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Contact Details: info@ampermusic.com
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Social Media Details: Twitter: @ampermusic
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: High-quality but requires custom pricing.
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Devices Available: Web ().
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Year Found: 2014
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Trial Period: None listed.
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Number of Users: ~50K.
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Written Reviews:
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Sophie Grant: “Amperβs tracks elevated my indie film.”
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Ravi Patel: “Pricing is unclear, but the output is professional.”
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Audio Editing & Enhancement
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Description: LALAL.AI uses AI to separate vocals and instruments or remove background noise from audio files, ideal for remixing or podcast production.
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Founders: Not publicly disclosed.
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Price: Free plan (limited); Paid plans start at $10/month.
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Best For: Podcasters and music producers.
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Affiliate Program: Available, details on website.
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Founders Image: Not available.
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Reviews Rate: 4.8/5.
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Company Name: LALAL.AI
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Number of Workers: ~20.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: Not disclosed.
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Contact Details: support@lalal.ai
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Social Media Details: Twitter: @lalalai_music
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: High accuracy but limited free plan capacity.
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Devices Available: Web ().
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Year Found: 2020
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Trial Period: Free plan.
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Number of Users: ~300K.
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Written Reviews:
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Mark Davis: “Cleaned up my podcast audio perfectly.”
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Lila Chen: “Vocal separation is spot-on, but free limits are tight.”
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Description: Moises separates audio tracks into vocals, drums, and instruments, with tools for pitch and tempo adjustments.
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Founders: Geraldo Ramos, Eddie Hsu
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Price: Free plan; Premium $3.99/month.
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Best For: Musicians remixing tracks.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.6/5.
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Company Name: Moises Systems, Inc.
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Number of Workers: ~30.
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Program Language: Python, JavaScript.
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App Programmer: Not disclosed.
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Company Address: Salt Lake City, UT, USA
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Contact Details: support@moises.com
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Social Media Details: Instagram: @moisesapp
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Intuitive but advanced features require premium.
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Year Found: 2019
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Trial Period: Free plan.
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Number of Users: ~1M.
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Written Reviews:
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Tina Wong: “Great for isolating vocals for covers.”
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Omar Farooq: “Premium is worth it for the extra controls.”
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Description: iZotope RX uses AI to repair and enhance audio, removing noise, clicks, and hums for professional-grade results.
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Founders: Mark Ethier, Alexey Lukin
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Price: Starts at $129 (one-time).
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Best For: Audio engineers.
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Affiliate Program: Available via third-party platforms.
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Founders Image: Not available.
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Reviews Rate: 4.9/5.
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Company Name: iZotope, Inc.
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Number of Workers: ~100.
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Program Language: C++, Python.
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App Programmer: Not disclosed.
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Company Address: Cambridge, MA, USA
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Contact Details: support@izotope.com
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Social Media Details: Twitter: @iZotope
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Net Worth: Not disclosed.
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Accreditation: Grammy Technical Award nominee.
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Key Considerations: Expensive but industry-standard quality.
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Devices Available: Desktop ().
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Year Found: 2001
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Trial Period: 10-day trial.
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Number of Users: ~500K.
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Written Reviews:
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Elena Petrova: “RX saved my poorly recorded tracks.”
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Samir Ali: “Steep price, but unmatched for audio repair.”
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Description: LANDR offers AI-driven mastering, mixing, and distribution for music tracks.
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Founders: Pascal Pilon, Mark Wheaton
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Price: Free plan; Paid plans start at $12/month.
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Best For: Independent artists.
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Affiliate Program: Available.
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Founders Image: Not available.
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Reviews Rate: 4.5/5.
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Company Name: LANDR Audio Inc.
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Number of Workers: ~150.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: Montreal, Canada
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Contact Details: support@landr.com
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Social Media Details: Instagram: @landrmusic
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Fast mastering but less control than manual methods.
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Devices Available: Web ().
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Year Found: 2014
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Trial Period: Free plan.
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Number of Users: ~2M.
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Written Reviews:
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Noah Kim: “Mastered my EP in hours, sounds great.”
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Layla Hassan: “Good for quick releases, but I prefer manual tweaks.”
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Description: Adobe Audition integrates AI tools for noise reduction, vocal enhancement, and audio restoration.
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Founders: Adobe Inc. (not specific to Audition).
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Price: $20.99/month (Creative Cloud).
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Best For: Professional audio editors.
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Affiliate Program: Available via Adobe.
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Founders Image: Not applicable.
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Reviews Rate: 4.7/5.
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Company Name: Adobe Inc.
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Number of Workers: ~22,000.
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Program Language: C++, Python.
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App Programmer: Not disclosed.
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Company Address: San Jose, CA, USA
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Contact Details: support@adobe.com
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Social Media Details: Twitter: @Adobe
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Net Worth: ~$200B (Adobe market cap).
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Accreditation: None specific to Audition.
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Key Considerations: Steep learning curve; subscription-based.
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Devices Available: Desktop ().
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Year Found: 1991 (Adobe).
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Trial Period: 7-day trial.
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Number of Users: ~10M (Creative Cloud estimate).
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Written Reviews:
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Diego Morales: “Auditionβs AI tools are a lifesaver for clean audio.”
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Fatima Zahra: “Powerful but takes time to master.”
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Music Learning & Practice
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Description: Yousician uses AI to provide interactive music lessons for guitar, piano, and more, with real-time feedback.
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Founders: Chris ThΓΌr, Mikko Kaipainen
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Price: Free plan; Premium $9.99/month.
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Best For: Beginner musicians.
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Affiliate Program: Available.
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Founders Image: Not available.
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Reviews Rate: 4.6/5.
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Company Name: Yousician Ltd.
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Number of Workers: ~100.
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Program Language: JavaScript, Python.
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App Programmer: Not disclosed.
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Company Address: Helsinki, Finland
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Contact Details: support@yousician.com
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Social Media Details: Instagram: @yousician
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Engaging but limited advanced lessons.
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Year Found: 2010
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Trial Period: Free plan.
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Number of Users: ~20M.
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Written Reviews:
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Ava Brown: “Learned guitar basics in weeks!”
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Rahul Gupta: “Fun, but I outgrew the lessons quickly.”
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Description: Simply Piano offers AI-driven piano lessons with real-time feedback on playing accuracy.
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Founders: Yigal Kaminka, Roey Izkovsky
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Price: Free plan; Premium $9.99/month.
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Best For: Piano beginners.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.8/5.
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Company Name: JoyTunes
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Number of Workers: ~50.
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Program Language: JavaScript.
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App Programmer: Not disclosed.
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Company Address: Tel Aviv, Israel
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Contact Details: support@joytunes.com
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Social Media Details: Instagram: @simplypiano
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Great for beginners but subscription required for full access.
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Year Found: 2011
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Trial Period: 7-day trial.
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Number of Users: ~10M.
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Written Reviews:
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Isabella Rossi: “Made piano learning so fun!”
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Arjun Mehta: “Good app, but premium is a must for progress.”
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Description: Melodics teaches finger drumming and keyboard skills with AI-driven feedback.
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Founders: Sam Gribben
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Price: Free plan; Premium $14.99/month.
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Best For: Drummers and producers.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.5/5.
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Company Name: Melodics Limited
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Number of Workers: ~20.
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Program Language: JavaScript.
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App Programmer: Not disclosed.
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Company Address: Auckland, New Zealand
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Contact Details: support@melodics.com
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Social Media Details: Instagram: @melodicshq
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Niche focus on drumming; limited instrument variety.
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Year Found: 2015
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Trial Period: Free plan.
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Number of Users: ~500K.
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Written Reviews:
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Lucas Silva: “Improved my drumming in a month.”
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Meera Jain: “Fun but mainly for finger drumming.”
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Description: Flowkey provides AI-powered piano lessons with sheet music integration.
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Founders: Jonas Jurgella, Alexander Heesing
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Price: Free plan; Premium $19.99/month.
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Best For: Piano learners of all levels.
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Affiliate Program: Available.
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Founders Image: Not available.
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Reviews Rate: 4.7/5.
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Company Name: Flowkey GmbH
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Number of Workers: ~30.
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Program Language: JavaScript.
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App Programmer: Not disclosed.
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Company Address: Berlin, Germany
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Contact Details: support@flowkey.com
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Social Media Details: Instagram: @flowkey_official
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Excellent for sheet music; premium is pricey.
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Year Found: 2014
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Trial Period: Free plan.
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Number of Users: ~5M.
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Written Reviews:
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Clara Lee: “Sheet music integration is a game-changer.”
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Vikram Singh: “Great app, but the cost adds up.”
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Description: Skoove offers AI-driven piano lessons with real-time feedback and song tutorials.
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Price: Free plan; Premium $19.99/month.
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Best For: Beginner to intermediate pianists.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.6/5.
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Company Name: Skoove GmbH
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Number of Workers: ~20.
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Program Language: JavaScript.
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App Programmer: Not disclosed.
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Company Address: Berlin, Germany
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Contact Details: support@skoove.com
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Social Media Details: Instagram: @skoovemusic
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: User-friendly but limited advanced content.
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Year Found: 2014
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Trial Period: 7-day trial.
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Number of Users: ~1M.
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Written Reviews:
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Ethan Park: “Really helped me learn piano basics.”
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Nadia Khan: “Good for beginners, but I needed more depth.”
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Music Analysis & Discovery
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Description: Shazam uses AI to identify songs by analyzing audio snippets, popular among music enthusiasts.
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Founders: Chris Barton, Philip Inghelbrecht, Avery Wang, Dhiraj Mukherjee
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Price: Free.
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Best For: Music discovery.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.9/5.
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Company Name: Apple Inc. (acquired 2018).
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Number of Workers: ~150,000 (Apple).
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Program Language: Python, Swift.
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App Programmer: Not disclosed.
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Company Address: Cupertino, CA, USA
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Contact Details: support@shazam.com
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Social Media Details: Twitter: @Shazam
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Net Worth: ~$400B (Apple market cap).
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Accreditation: None specific to Shazam.
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Key Considerations: Free and accurate but limited to song identification.
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Year Found: 1999
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Trial Period: N/A (free app).
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Number of Users: ~200M monthly active users.
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Written Reviews:
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Sophie Chen: “Identifies songs in seconds, love it!”
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Amir Hossein: “Perfect for finding new music on the go.”
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Description: SoundHound identifies songs and provides real-time lyrics using AI-driven audio analysis.
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Founders: Keyvan Mohajer, Majid Emami, James Hom
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Price: Free; Premium $5.99/month.
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Best For: Music discovery with lyrics.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.7/5.
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Company Name: SoundHound Inc.
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Number of Workers: ~400.
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Program Language: Python, C++.
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App Programmer: Not disclosed.
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Company Address: Santa Clara, CA, USA
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Contact Details: support@soundhound.com
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Social Media Details: Twitter: @SoundHound
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Net Worth: ~$1B (valuation).
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Accreditation: None listed.
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Key Considerations: Lyrics feature is unique but premium adds little value.
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Year Found: 2005
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Trial Period: Free plan.
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Number of Users: ~50M.
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Written Reviews:
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Maya Patel: “Love the live lyrics feature!”
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Hassan Raza: “Great app, but premium isnβt necessary.”
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Musixmatch
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Description: Musixmatch provides AI-powered lyrics identification and synchronization for songs.
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Founders: Massimo Ciociola
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Price: Free; Premium $3.99/month.
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Best For: Lyrics enthusiasts.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.6/5.
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Company Name: Musixmatch
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Number of Workers: ~100.
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Program Language: Python, Swift.
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App Programmer: Not disclosed.
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Company Address: Bologna, Italy
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Contact Details: support@musixmatch.com
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Social Media Details: Instagram: @musixmatch
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Excellent lyrics database but occasional sync issues.
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Year Found: 2010
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Trial Period: Free plan.
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Number of Users: ~50M.
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Written Reviews:
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Lucas Mendes: “Best app for lyrics, super accurate.”
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Ayesha Malik: “Sync can lag, but still my go-to.”
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Description: TuneCore uses AI to analyze music trends and assist with distribution to streaming platforms.
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Founders: Jeff Price, Peter Wells
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Price: $9.99/year per single.
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Best For: Artists distributing music.
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Affiliate Program: Available.
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Founders Image: Not available.
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Reviews Rate: 4.4/5.
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Company Name: TuneCore, Inc.
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Number of Workers: ~200.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: Brooklyn, NY, USA
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Contact Details: support@tunecore.com
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Social Media Details: Twitter: @TuneCore
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Costly for multiple releases but reliable distribution.
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Devices Available: Web ().
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Year Found: 2005
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Trial Period: None.
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Number of Users: ~1M.
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Written Reviews:
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Zoe Carter: “Got my music on Spotify easily.”
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Ali Reza: “Fees add up, but distribution is smooth.”
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Description: Amuse offers AI-driven music distribution and analytics for independent artists.
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Founders: Diego Farias, Andreas Ahlin
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Price: Free plan; Pro $24.99/year.
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Best For: Independent musicians.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.5/5.
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Company Name: Amuseio AB
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Number of Workers: ~50.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: Stockholm, Sweden
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Contact Details: support@amuse.io
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Social Media Details: Instagram: @amuse.io
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Free plan is limited; great for beginners.
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Year Found: 2015
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Trial Period: Free plan.
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Number of Users: ~500K.
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Written Reviews:
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Ella Kim: “Free distribution is a lifesaver.”
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Sami Yusuf: “Pro plan is worth it for analytics.”
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Voice & Sound Effects
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Description: Voicemod provides AI-powered voice modulation for live streaming and music production.
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Founders: Jaime Bosch, Juan Bosch, Fernando Bosch
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Price: Free plan; Pro $12/month.
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Best For: Streamers and content creators.
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Affiliate Program: Available.
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Founders Image: Not available.
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Reviews Rate: 4.6/5.
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Company Name: Voicemod SL
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Number of Workers: ~50.
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Program Language: C++, Python.
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App Programmer: Not disclosed.
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Company Address: Valencia, Spain
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Contact Details: support@voicemod.net
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Social Media Details: Twitter: @voicemod
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Fun for streaming but limited music applications.
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Devices Available: Desktop ().
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Year Found: 2014
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Trial Period: Free plan.
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Number of Users: ~10M.
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Written Reviews:
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Mason Lee: “Awesome for Twitch streams.”
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Lina Zhang: “Great voices, but not ideal for music.”
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Description: ElevenLabs generates high-quality AI voices for music and audio projects, with over 300 voice options.
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πππππ ππππππππππππ ππππ Founders: Piotr Dabkowski, Mati Staniszewski
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Price: Free plan; Paid plans start at $5/month.
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Best For: Voice-over artists.
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Affiliate Program: Available.
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Founders Image: Not available.
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Reviews Rate: 4.8/5.
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Company Name: ElevenLabs
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Number of Workers: ~40.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: New York, NY, USA
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Contact Details: support@elevenlabs.io
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Social Media Details: Twitter: @elevenlabsio
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Net Worth: ~$1B (valuation).
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Accreditation: None listed.
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Key Considerations: High-quality voices but limited free plan.
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Devices Available: Web ().
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Year Found: 2022
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Trial Period: Free plan.
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Number of Users: ~1M.
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Written Reviews:
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Aria Patel: “Voices sound so real, perfect for my songs.”
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Omar Khan: “Free plan is limited, but paid is amazing.”
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Description: Respeecher uses AI for voice cloning and conversion for music and film.
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πππππ ππππππππππππ ππππ
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Founders: Alex Serdiuk, Dmytro Bielievtsov, Grant Reaber
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Price: Custom pricing.
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Best For: Professional voice cloning.
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Affiliate Program: None listed.
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Founders Image: Not available.
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Reviews Rate: 4.7/5.
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Company Name: Respeecher Inc.
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Number of Workers: ~30.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: Kyiv, Ukraine
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Contact Details: info@respeecher.com
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Social Media Details: Twitter: @respeecher
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: High accuracy but expensive.
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Devices Available: Web ().
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Year Found: 2018
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Trial Period: None.
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Number of Users: ~10K.
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Written Reviews:
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Leo Martinez: “Cloned a voice perfectly for my project.”
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Sana Iqbal: “Pricey but unmatched quality.”
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Description: HitPaw offers AI-driven voice modulation and music generation for video creators.
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πππππ ππππππππππππ ππππ
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Founders: Not publicly disclosed.
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Price: $15.95/month.
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Best For: Video content creators.
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Affiliate Program: Available.
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Founders Image: Not available.
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Reviews Rate: 4.5/5.
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Company Name: HitPaw
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Number of Workers: ~50.
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Program Language: Python, C++.
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App Programmer: Not disclosed.
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Company Address: Not disclosed.
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Contact Details: support@hitpaw.com
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Social Media Details: Twitter: @HitPawOfficial
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Easy to use but limited advanced features.
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Devices Available: Desktop ().
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Year Found: 2020
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Trial Period: 7-day trial.
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Number of Users: ~500K.
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Written Reviews:
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Zara Khan: “Fun for YouTube voiceovers.”
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Mateo Lopez: “Good but lacks deep customization.”
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Voices.com AI Voices
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Description: Voices.com offers AI-generated voices for music and commercial projects.
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πππππ ππππππππππππ ππππ
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Founders: David Ciccarelli, Stephanie Ciccarelli
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Price: Custom pricing.
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Best For: Commercial voiceovers.
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Affiliate Program: Available.
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Founders Image: Not available.
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Reviews Rate: 4.4/5.
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Company Name: Voices.com
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Number of Workers: ~200.
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Program Language: Python.
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App Programmer: Not disclosed.
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Company Address: London, ON, Canada
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Contact Details: support@voices.com
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Social Media Details: Twitter: @voices
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Net Worth: Not disclosed.
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Accreditation: None listed.
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Key Considerations: Professional but costly for small projects.
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Devices Available: Web ().
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Year Found: 2005
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Trial Period: None.
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Number of Users: ~1M.
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Written Reviews:
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Nia Davis: “Great for professional ads.”
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Rohan Gupta: “Expensive for small creators.”
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Summary
The top 35 AI music apps in 2025 offer innovative tools for music generation, audio editing, learning, analysis, and voice effects. From Sunoβs quick song creation to iZotope RXβs professional audio repair, these apps cater to diverse needs. Key considerations include balancing ease of use with customization, understanding free vs. paid plan limitations, and ensuring compatibility with user workflows. Responsible use involves respecting copyright laws, verifying AI-generated content for accuracy, and avoiding over-reliance on automation to preserve creative authenticity.
Responsible Use Note: Users should ensure AI-generated music complies with platform policies (e.g., Spotifyβs terms), credit human contributions appropriately, and avoid using AI to replicate copyrighted works without permission. Ethical considerations, such as transparency in AI use and data privacy, are critical to maintaining trust in creative communities.
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