Deep Learning Music

DeepBeat generates rhyming rap verses using a machine‑learning model trained on existing songs. Users can prompt keyword inclusion, choose a deep‑learning mode, and edit line by line via an interactive interface.

The Drumloop AI tool generates original drum loops with neural audio synthesis using machine learning.

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.

Suno AI Music Generator empowers users to effortlessly create high-quality, emotionally rich music across diverse genres in minutes. From enhancing film scores to crafting immersive atmospheres, this tool offers endless possibilities for all skill levels.

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.

DeepAI offers browser‑based AI tools for text‑to‑image, photo editing, background removal, super‑resolution, and video/musical generation, plus APIs for integration. It prioritizes user ownership, privacy, fast processing, and supports conservation research via object detection and habitat mapping.

Delphos is an AI virtual composer that accelerates music creation by learning your style, generating personalized compositions quickly. Its Soundworld feature allows for professional-quality music generation, offering scalability and integration with various DAWs. Revolutionizing music production fo

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.

Deep English offers an online platform with free 7‑day video courses, AI chatbot conversations, and pronunciation checks. It provides listening practice, voicebot speaking feedback, live Zoom groups, and 24/7 community voice/text exchanges for conversational, business, and academic English.

Brain.fm is a web platform offering science‑based audio tracks that modulate brainwaves to enhance focus, reduce distractions, and maintain flow during work or study. Tracks are categorized into focus, relaxation, and sleep modes, with progress tracking.

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

DADABOTS streams continuous death‑metal music generated by raw audio neural networks, enabling real‑time genre creation. It offers code‑generation tools, scientific publishing, collaboration, and live‑coding sessions for performers and events like the AI Song Contest 2024.

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.

Soundful employs AI and professional production to produce studio‑quality, royalty‑free tracks in seconds. Users select a genre and template to craft unique music, enabling consistent sonic branding for apps, marketing, and creative projects.

SOUNDRAW generates royalty‑free, studio‑ready music using AI from a proprietary catalog. Users blend genres, edit tracks in‑browser, export high‑quality WAV or stems, and receive a perpetual worldwide commercial license for monetization on streaming platforms.

Soundverse AI generates music from text prompts, transforms vocals into instrumental versions, offers voice‑swap, private DNA model training, inpainting, auto‑loop, stem separation, text‑to‑lyrics, and a music assistant, accessible via web, mobile, and APIs.

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.

ExtendMusic.ai is an AI-powered tool that generates unique music compositions easily. It enables exploration of new sounds, enhances musical creations using advanced AI technology, and produces professional results in minutes, all for 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.

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.

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.

Flowtunes is a music streaming tool offering over 200 hours of chill lo-fi beats and 20 background sounds, designed to enhance focus and concentration, ideal for studying, relaxing, and meditative practices. Available on iPhone.

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.

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.

Profound Academy provides customizable computer science curriculums with hands-on materials, automated grading, AI student assistance, and gamification features. It prepares students for technology and data science careers while promoting engagement and streamlined educator workflows.

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.

Online AI platform for transforming images and videos into art.

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.

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.

YesChat.ai unifies chat, music, video, and image generation in a browser platform, offering DeepSeek‑R1, GPT‑4o, and Claude 3.5 Sonnet for conversation, royalty‑free music from text, text‑to‑video, and image creation. It supports languages and customizable bots for research and marketing.

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.

Audialab delivers a modular audio toolkit for musicians and producers, including a multiband interpolation engine, neural offline drum generator, customizable royalty‑free sample packs, and a humanization feature, all manipulable on a 3‑D waveform interface.

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.

Tad AI lets users generate original music by inputting song titles, lyrics or prompts. It suggests genre, instruments, BPM and mood, then creates verses, choruses and bridges. Users can tweak music weights and vocal options for customized tracks.

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.

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.

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.

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.

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.

neural.love is an online AI studio offering free text‑to‑image creation, image‑to‑video conversion, photo and video upscaling, background removal, style transfer, audio enhancement, batch processing, colorization, and image summarizer with privacy‑protected uploads.

Udio AI Music Generator is an advanced music generator producing high-quality compositions across genres. Its latest version rivals studio productions in audio quality, offering unique and personalized music creation aligned with users' creative visions.

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.

Deep Art AI transforms photos into artworks using style‑transfer algorithms, offering on‑device, privacy‑respecting editing across Windows, macOS, Linux, Android, and iOS. Features include up to 4× upscale, background removal, colorization, preset filters, batch processing, and an API for developers

Generate AI-generated music covers in seconds.

Suno AI Music Generator lets users create unique music tracks by describing their desired style, with options across various genres. The tool enables quick, personalized song generation suitable for projects, presentations, or personal enjoyment.

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.

Freebeat.ai is an AI-driven tool for creating dance and lyric videos, allowing users to synchronize choreography to songs from Spotify, Apple Music, and YouTube. It features customizable 3D avatars and backgrounds for personalized visual experiences.

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.

Hydra by Rightsify is an advanced AI music generator with a vast multilingual song and instrument library. It facilitates easy creation of instrumental tracks, samples, and vocals for content production, streaming platforms, and events, empowering users with versatile customization options.

Endel generates real‑time, adaptive soundscapes based on time, weather, heart rate, and location to support focus, relaxation, sleep, and activity. Available on mobile, watch, desktop, and smart TV, it uses neuroscience‑backed generative audio to personalize continuous tracks.