Music Information Retrieval

Emusion is a music recommendation tool developed by freshly.ai that combines AI technology with human input to provide personalized music recommendations based on users' musical preferences.

Suckdog – Being In Love Success! is a music streaming platform that lets users manage playlists, use advanced search and tags, view listening history, control playback, annotate tracks, export playlists, and enjoy an ad‑free mode.

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.

Evoke Music is an AI-powered songwriting assistant that generates MIDI files and allows musicians to discover new chord progressions for their songs. It's free for 14 days, with a premium version available for $9.99/month.

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.

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.

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

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.

MusicLM is an AI tool that generates high-fidelity music text based on prompts and datasets using a hierarchical sequence-to-sequence model. It provides a dataset of 5.5k music-text pairs with rich text descriptions.

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.

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.

Recall is an AI-driven knowledge management tool that organizes and retrieves information efficiently. It summarizes content, uses an interactive knowledge graph, supports spaced repetition, and ensures cross-platform accessibility while prioritizing user data privacy.

Musicful is an AI music generation tool that helps users create diverse compositions across genres. It features beat making, cover generation, and stem splitting for easy editing, making it suitable for both beginners and experienced producers.

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

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.

StockTune offers a searchable catalog of royalty‑free music filtered by mood, genre, BPM, key, and duration. Users download instantly in multiple formats with no attribution required, ideal for creators, podcasts, games, and video projects.

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.

YouMusic.AI is an AI music generator that enables users to create unique, royalty-free songs across various genres by inputting descriptive prompts, making it suitable for musicians, content creators, and educators for both commercial and non-commercial use.

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.

Songle AI offers an interactive platform for identifying songs through gameplay, allowing users to ask questions about lyrics, album covers, and artists. It prioritizes user privacy while providing a fun challenge for music enthusiasts.

Skiley integrates with Spotify to AI‑generate playlists that match listening habits and mood, archives existing lists, tracks new releases, and supplies live lyrics, trivia, and song meanings, with analytics for refining collections.

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.

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.

TuneOnMusic is an online piano platform offering a wide collection of sheet music, a virtual piano for practice, MIDI conversion tools, a metronome, and a community blog with educational resources for musicians of all skill levels.

Generate AI-generated music covers in seconds.

Songtell uses AI to analyze song lyrics, offering a searchable library of summarized themes, contexts, and cultural links. Users receive personalized track suggestions and join community discussions, aiding listeners, musicians, and researchers.

AI tool for searching and playing movie/TV dialogue clips using keywords. Includes login, favorites, and download options.

MusicDatak delivers data‑driven playlist optimization for radio stations. By aggregating streaming, social, and competitor data, it builds market‑specific fingerprints, spotlights missing hits, tracks weekly trends, and tests up to 3,000 songs for audience fit.

Mureka uses AI to create original music from text prompts, allowing users to specify genre, mood, tempo, key, and instruments, with optional lyric or vocal generation. It outputs MP3, WAV, or stems exportable to DAWs, all with full commercial rights.

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.

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.

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.

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.

Lilys AI simplifies research by summarizing videos, audio, PDFs, and websites. It offers dynamic note-taking, citation linking, visual aids, and quick querying for reliable information, aiding learners and professionals in efficiently organizing their findings.

Suno-Top is a web-based platform for downloading music from Suno. It allows users to easily retrieve songs in MP3 format, along with lyrics and cover art, and offers features for organizing downloaded tracks.

Gnod is an AI‑powered discovery platform that recommends music, art, literature, and movies tailored to user preferences. It provides visual itineraries linking cultural suggestions to travel destinations and features an AI‑driven product browsing chart.

Musick.ai generates full‑length tracks in multiple genres with customizable mood, style, instrumentation, and vocal gender. It offers a royalty‑free public library, private downloads, playlists, and additional beat/lyric tools, accessible from any device.

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.

AI tool that creates royalty‑free music, sound effects, and covers from text or image prompts, offering remixing, upscaling, style replication, stem‑splitting, vocal removal, mastering, and audio enhancement across diverse genres.

Tunee AI is a conversational music creation agent that turns text descriptions into custom, royalty-free melodies and lyrics. It enables anyone to generate music across various genres without needing production skills or music theory knowledge.

Ecrett Music lets creators generate royalty‑free tracks by choosing scene, mood, and genre. One‑click edits adjust instruments, structure, and length. Users can preview music with their video, and history tracks support quick re‑editing.

Song.do lets users generate full‑length songs from text in under a minute across 70+ genres, moods, and vocal styles. It creates melodies, instrumentals, and vocals in multiple languages, providing instant MP3 downloads and streaming.

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.

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.

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.

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.

AIVA generates original songs in over 250 styles within seconds, letting users upload audio or MIDI to influence the output, edit tracks directly, and export in MP3, MIDI, WAV, and other formats for composition, genre blending, or background scores.

Enter a song title to generate a Spotify playlist of 100 similar tracks. View each suggestion and open it directly in Spotify. Regenerate for a fresh batch. No account needed – ideal for curators and playlist creators.

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.

Remio AI is a personal knowledge hub that auto-captures and organizes ideas from multiple sources, offering AI-driven recommendations and secure, device-based storage. It enhances productivity with smart search, tailored insights, and upcoming features like writing aids and advanced reasoning.