Music Tagging
The best 50 Music Tagging AI tools - Free & Paid
Explore 50 AI for Music Tagging
Music AI offers AI‑driven stem separation, voice swapping, and instrumental tracks, along with lyric transcription and metadata extraction. AI mixing/mastering sharpens clarity, while the SDK supports volume control for production workflows across web, desktop, VST, iOS, and Android.
Freemium
Spotify Web Player offers a browser interface to stream a vast music and podcast catalog. Users can search, play, curate playlists, follow artists, and receive personalized recommendations. It syncs playback history across devices and supports multilingual navigation.
Free
Music Muse is an AI song generator and online music studio that creates complete tracks based on user inputs like mood, genre, and tempo. It offers advanced features such as emotional melody creation, automatic mixing, mastering, and multi-genre support, with tools for refining and exporting songs i
Free
SongAI generates complete music tracks with optional male or female vocals, outputting MP3 and MP4 files. Users set style, lyric content, mood, and instrumentation. It offers real‑time rendering status, persistent storage, and social‑media ready formats.
Freemium
- $9.3/mo
Tagbox automatically organizes photos, videos, PDFs, and editable files using computer vision for face, object, and scene tagging. Its search engine offers advanced filters and full‑text queries. Team collaboration and secure storage enable efficient asset management.
Subscription
- $6.67/mo
MusicCreator.AI is an AI-powered music generator that crafts royalty-free tracks in multiple genres, featuring lyrics generation, vocal removal, and mastering tools. Its intuitive interface enables personalized playlists and professional-quality audio for creative projects.
Freemium
Songmeaning uses AI to analyze and translate song lyrics into multiple languages, lets users search, collect, and explore over 160,000 entries, and offers singer‑AI and music‑generation features for musicians, translators and fans worldwide.
Freemium
AISongMaker.io is a royalty-free music creation tool that transforms text or lyrics into melodies across genres like rap, rock, and pop. It offers vocal removal, stem isolation, remix options, and instant song downloads for seamless sharing.
Freemium
- $9.99/mo
MusicAI generates high‑quality cover tracks across pop, rock, hip‑hop, country, jazz, and more, using 3,000+ voice models. Features vocal isolation, text‑to‑song, AI composition, and audio enhancement for creators on Windows.
Paid
Cyanite.ai is a music intelligence platform that uses AI technology for music tagging, similarity search, recommendation engines, and more, helping users get more out of their music with its API.
Free
Music Tomorrow delivers data‑driven insights on streaming algorithm effects, providing real‑time analytics of demographics, track classification, and exposure across Spotify, Meta, and YouTube. It offers metadata optimization, audience clustering, and API integration for performance tracking.
Paid
SONOTELLER.AI analyzes music files, summarizing lyrics and musical features—genre, mood, instruments, BPM, key, highlight section, language, and explicit content. Its API supports bulk metadata tagging and DDEX‑compliant enrichment for labels, publishers, and streaming services.
Freemium
SongGenerator.io turns text prompts into royalty‑free music across genres, offers multilingual lyric creation, vocal isolation, custom sound effects, and export to MP3/WAV/MP4, plus lyric‑video generation for creators and producers.
Free trial
AI Music Generator allows users to compose original songs in various genres, offering customizable parameters, advanced lyrics processing, and voice control. It accommodates all skill levels and includes features like vocal removal and cover song generation.
Freemium
- $12.07/mo
MakeBestMusic generates up to 8‑minute royalty‑free tracks from text or lyrics, supporting instrumental and vocal styles, voice cloning, remixing, and stem separation. It exports MP3/WAV, offers watermark protection, and integrates with social platforms for creators.
Free trial
AI music generator to create original tracks from text prompts. Quick music production, supporting a variety of applications from songs with lyrics to instrumental compositions.
Freemium
Suno is an AI music generator that enables users to create, remix, and share high-quality songs. It supports audio uploads, lyric rewrites, and provides commercial rights, making it ideal for musicians and content creators.
Freemium
- $8/mo
AI Music Generator creates original lyrics and music in 100+ languages, offering theme and style suggestions, a smart dictionary, and real‑time editing via text or voice. All output is royalty‑free with full user copyright.
Paid
AI‑driven platform that matches licensed music, sound effects, and ambient audio to video clips, stills, or scripts. It offers instant, emotion‑based suggestions, text‑to‑music conversion, and blockchain copyright protection, streamlining audio selection for film, animation, gaming, and advertising
Paid
AI Song Generator produces original tracks from simple English prompts or detailed specifications, allowing choice of genre, mood, tempo, and vocal presence. It outputs royalty‑free MP3s and covers styles like pop, rock, jazz, and electronic.
Freemium
- $9.9/mo
Karaoke Maker uses browser-based AI vocal isolation to turn MP3, WAV, FLAC, or M4A tracks into downloadable instrumentals. Adjust vocal bleed and transpose pitch via sliders for practice, covers, performances, or video soundtracks.
Free
- $4/mo
bridge.audio is a collaborative workspace for music professionals that streamlines audio storage, sharing, and management. It features an AI music analyzer, auto-tagging technology, and a sync hub, enhancing organization and community engagement within the industry.
Freemium
Free AI Song Generator is a cutting-edge tool that enables users to create unique, copyright-safe songs with AI-generated melodies, lyrics, and vocals in minutes. It offers daily free credits, multiple generation modes, and high-quality audio exports for effortless music creation.
Freemium
AI tool for searching and playing movie/TV dialogue clips using keywords. Includes login, favorites, and download options.
Lyrics Song Converter is an AI-powered tool that transforms lyrics into fully composed songs across various genres like pop, jazz, and rock. It offers flexible export options (MP3, WAV, MIDI), audio separation, and commercial licensing for hobbyists and professionals alike.
Free trial
- $12/mo
MusicStar.AI instantly composes full tracks and lyrics in seconds. Enter a title and genre to generate music with adjustable tempo, instruments, and vocal structure. Iteratively refine until satisfied, saving time for independent artists.
Free
Voicemod AI Text Song Generator is a browser-based tool that allows users to easily create free music online by generating songs based on text input.
Free
AI Music Generator turns text, images, lyrics, or audio samples into full tracks across genres. Custom mode lets users set instruments, rhythm, and atmosphere. Music is created in seconds, downloadable, and free from copyright concerns for commercial use.
Freemium
- $13/mo
SongCleaner is an AI tool that removes inappropriate lyrics from songs, creating kid-friendly versions. Users can upload MP3 or WAV files for quick processing and can also download instrumental tracks for versatile use in family-friendly settings.
Free
Song Demo AI generates original audio tracks from text prompts across genres such as pop, classical, electronic, jazz, and K‑pop. It supports multiple languages, delivers MP3/MP4 downloads within minutes, and works on desktop and mobile browsers.
Paid
- $5.99
Neural Frames turns songs into audio‑reactive videos with a two‑click autopilot or frame‑by‑frame editor, offers text‑to‑video tools, stem‑based modulation, custom model training, and free 4K upscaling for professional media.
Paid
- $19/mo
Song2Art is an AI tool that quickly generates beautiful artworks inspired by favorite songs, offering song analysis to inspire designs. With customizable styles and a gallery for ideas, users can create unique art in minutes.
Free
MeloHunt creates royalty‑free music in minutes. Simple mode asks for a short description; custom mode lets you choose genre, tempo, mood, and add lyrics. It outputs studio‑grade audio, offers preview and a reactive visualizer, suitable for creators, filmmakers, podcasters, marketers, and developers.
Free
AI Song is an AI music generator that creates original, royalty-free tracks across 30 genres in minutes. It includes an AI lyrics generator and offers full commercial rights, making it ideal for creators and content producers.
Free trial
aimusicmaker.ai is an AI-powered music creation platform that instantly generates complete, royalty-free tracks from text prompts or uploaded vocals. It enables customization of genre, instruments, and mood, requiring no music theory to produce commercial-ready songs.
Freemium