Alternatives to GCX
Compare GCX alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to GCX in 2026. Compare features, ratings, user reviews, pricing, and more from GCX competitors and alternatives in order to make an informed decision for your business.
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1
OORT DataHub
OORT DataHub
Data Collection and Labeling for AI Innovation. Transform your AI development with our decentralized platform that connects you to worldwide data contributors. We combine global crowdsourcing with blockchain verification to deliver diverse, traceable datasets. Global Network: Ensure AI models are trained on data that reflects diverse perspectives, reducing bias, and enhancing inclusivity. Distributed and Transparent: Every piece of data is timestamped for provenance stored securely stored in the OORT cloud , and verified for integrity, creating a trustless ecosystem. Ethical and Responsible AI Development: Ensure contributors retain autonomy with data ownership while making their data available for AI innovation in a transparent, fair, and secure environment Quality Assured: Human verification ensures data meets rigorous standards Access diverse data at scale. Verify data integrity. Get human-validated datasets for AI. Reduce costs while maintaining quality. Scale globally. -
2
Gramosynth
Rightsify
Gramosynth is a powerful AI-driven platform for generating high-quality synthetic music datasets tailored for training next-gen AI models. Leveraging Rightsify’s vast corpus, the system operates on a perpetual data flywheel that continuously ingests freshly released music to generate realistic, copyright-safe audio at professional 48 kHz stereo quality. Datasets include rich, ground-truth metadata such as instrument, genre, tempo, key, and more, structured specifically for advanced model training. It accelerates data collection timelines by up to 99.9%, eliminates licensing bottlenecks, and supports virtually limitless scaling. Integration is seamless via a simple API that allows users to define parameters like genre, mood, instruments, duration, and stems, producing fully annotated datasets with unprocessed stems, FLAC audio, alongside outputs in JSON or CSV formats. -
3
Kled
Kled
Kled is a secure, crypto-powered AI data marketplace that connects content rights holders with AI developers by providing high‑quality, ethically sourced datasets, spanning video, audio, music, text, transcripts, and behavioral data, for training generative AI models. It handles end-to-end licensing: it curates, labels, and rates datasets for accuracy and bias, manages contracts and payments securely, and offers custom dataset creation and discovery via a marketplace. Rights holders can upload original content, choose licensing terms, and earn KLED tokens, while developers gain access to premium data for responsible AI model training. Kled also supplies monitoring and recognition tools to ensure authorized usage and to detect misuse. Built for transparency and compliance, the system bridges IP owners and AI builders through a powerful yet user-friendly interface. -
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Human Native
Human Native
We’re bringing together rights holders and AI developers. Helping rights holders get compensation for copyrighted works. Enabling AI developers to responsibly acquire high-quality data. A comprehensive catalog of rights holders and their works. We help AI developers find the high-quality data they need. Rights holders have granular control over which individual works are open or closed to AI training. Monitoring solutions for detecting the misuse of copyrighted material. Enabling revenue for rights holders by licensing work for training with recurring subscriptions or revenue share. We help publishers get their content or data ready for AI models. We index, benchmark, and evaluate data sets to demonstrate their quality and value. Upload your catalog to the marketplace for free. Be compensated fairly for work. Opt-in and out of generative AI usages. Receive alerts for potential copyright infringement. -
5
Soundstripe
Soundstripe
Unlimited licenses and powerful search tools to find the right music, SFX and video fast. Strike the right chord with radio-quality music. Browse our wholly-owned library of 6,000+ royalty free songs composed by Grammy-winning talent. Enjoy unlimited licensing, new music every week, & stem files with every track. Make your stories more powerful with stellar royalty free (sometimes referred to as "copyright free") background music. Use dozens of filters to browse the best royalty free music downloads from up-and-coming artists and Grammy-winners. Forget the arcane contracts. Get peace of mind with perpetual licenses that protect your work forever. This is stock music for modern creatives. Draw your audience in with enhanced sound design. Make action scenes more intense. Fill cityscapes with life. Ramp up the tension in a horror sequence. Whatever SFX your narrative needs, you’ll find it in our expansive library of studio-grade sound effects.Starting Price: $12.50 per month -
6
Luel
Luel
Luel is a two-sided AI training data marketplace that connects enterprises and AI teams with a global network of contributors to source, license, and generate high-quality multimodal datasets for machine learning models. It provides curated, rights-cleared datasets that are verified, structured, and ready for training, including video, audio, and image data tailored for use cases such as speech recognition, computer vision, and multimodal AI systems. It enables companies to either browse a catalog of existing datasets or request custom data collection campaigns by specifying detailed requirements such as format, labels, quality standards, and scenarios, which are then fulfilled through a vetted contributor network. Submissions undergo multi-stage validation and quality checks to ensure compliance, accuracy, and usability, delivering enterprise-ready datasets with full licensing and documentation. -
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DataSeeds.AI
DataSeeds.AI
DataSeeds.ai provides large‑scale, ethically sourced, high‑quality image (and video) datasets tailored for AI training, combining both off‑the‑shelf collections and on‑demand custom builds. Their ready‑to‑use photo sets include millions of images fully annotated with EXIF metadata, content labels, bounding boxes, expert aesthetic scores, scene context, pixel‑level masks, and more. It supports object and scene detection tasks, global coverage, and human‑peer‑ranking for label accuracy. Custom datasets can be launched rapidly via a global contributor network in 160+ countries, collecting images that align with specific technical or thematic requirements. Accompanying annotations include descriptive titles, detailed scene context, camera settings (type, model, lens, exposure, ISO), environmental attributes, and optional geo/contextual tags. -
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StockMusic.net
StockMusic.net
Professionally curated music library for creators of professional media. Production ready stock music for any theme, moment, or emotion. All songs are cleared for monetization and 100% royalty free. Distribute worldwide without limitation on ad spend, budget, or audience. All songs are copyright cleared for use on all social platforms. Easily find music by genre, instrument, theme, or occasion. Transfer the license to clients or whoever owns or uses the final production. Use licenses for an unlimited number of projects or use cases. As a paid subscriber, you're free to download and use as many music and sound effect tracks as you like. Only the audio used while you're subscribed are covered under our Media Producers Sync License. The media produced while subscribed will be licensed forever, even if you transfer it to a client. Once unsubscribed, your created media will stay licensed forever but any future projects you create with our music will not be licensed.Starting Price: $16.67 per month -
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Melodea
Audoir
Generate music based on a mood or tempo. Start with a chord progression and generate melodies. Customize the music to make it your own. Use the AI to generate melodies and harmonies, and then refine the melodies by recording a vocal topline. The generated music is based on hit pop songs. Export as an audio file, multitrack MIDI file, or chord notation. Private and secure; all files are saved onto your device. No signup or login is necessary. Melodea is an AI music generator, that provides melody and harmony ideas for the pro songwriter. Use the AI to generate melodies and harmonies, and then refine the melodies by recording a vocal topline. The generated music is based on hit pop songs. Start with a mood or tempo, or even your own chord progression. Customize the melodies and harmonies to make them your own. Export as an audio file, multitrack MIDI file, or chord notation. Private and secure; all files are saved onto your device.Starting Price: Free -
10
DataHive AI
DataHive AI
DataHive provides high-quality, fully rights-owned datasets across text, image, video, and audio to power modern AI development. The platform sources, creates, and labels data through a global contributor network, ensuring accuracy, diversity, and commercial readiness. DataHive offers specialized datasets including e-commerce listings, customer reviews, multilingual speech, transcribed audio, global video collections, and original photo libraries. Each dataset is enriched with metadata such as pricing, sentiment, tags, engagement metrics, and contextual information. These resources support a wide range of use cases, from computer vision and ASR training to retail analytics, sentiment modeling, and entertainment AI research. Trusted by startups and Fortune 500 companies, DataHive is built to accelerate high-performance machine learning with reliable, scalable data. -
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Bitext
Bitext
Bitext provides multilingual, hybrid synthetic training datasets specifically designed for intent detection and LLM fine‑tuning. These datasets blend large-scale synthetic text generation with expert curation and linguistic annotation, covering lexical, syntactic, semantic, register, and stylistic variation, to enhance conversational models’ understanding, accuracy, and domain adaptation. For example, their open source customer‑support dataset features ~27,000 question–answer pairs (≈3.57 million tokens), 27 intents across 10 categories, 30 entity types, and 12 language‑generation tags, all anonymized to comply with privacy, bias, and anti‑hallucination standards. Bitext also offers vertical-specific datasets (e.g., travel, banking) and supports over 20 industries in multiple languages with more than 95% accuracy. Their hybrid approach ensures scalable, multilingual training data, privacy-compliant, bias-mitigated, and ready for seamless LLM improvement and deployment.Starting Price: Free -
12
Synetic
Synetic
Synetic AI is a platform that accelerates the creation and deployment of real-world computer vision models by automatically generating photorealistic synthetic training datasets with pixel-perfect annotations and no manual labeling required, using advanced physics-based rendering and simulation to eliminate the traditional gap between synthetic and real-world data and achieve superior model performance. Its synthetic data has been independently validated to outperform real-world datasets by an average of 34% in generalization and recall, covering unlimited variations like lighting, weather, camera angles, and edge cases with comprehensive metadata, annotations, and multi-modal sensor support, enabling teams to iterate instantly and train models faster and cheaper than traditional approaches; Synetic AI supports common architectures and export formats, handles edge deployment and monitoring, and can deliver full datasets in about a week and custom trained models in a few weeks. -
13
PremiumBeat
PremiumBeat
Exclusive music library, stress-free licensing. Get 5 tracks every month for just $12.99 each. That’s over 70% in savings. All downloads include full tracks, loops, stems, shorts, and Standard License. Our curated library of royalty free music gives you the polished feel of the big production houses. Plus, all our tracks are 100% exclusive and copyright clear. PremiumBeat, a Shutterstock company, provides exclusive, high-quality tracks and sound effects for use in new and traditional media projects, including videos, films, apps, games, and television programming. We’ve simplified music licensing. Browse our tracks, preview, and purchase a license online with a credit card or Paypal account. Then, download your music immediately. Our licenses are honored worldwide and are valid in perpetuity. We’re an international team of composers, designers, programmers, and writers with a passion for music. It’s our mission to share this passion with you through world-class customer service.Starting Price: $12.99 per month -
14
MuzMaker
MuzMaker
MuzMaker is an AI-powered music generation platform that allows users to create complete songs, beats, and melodies in seconds using artificial intelligence, acting as a “personal composer” that transforms simple ideas into fully produced tracks. It enables users to generate music across a wide range of genres, including rap, pop, EDM, rock, jazz, classical, and orchestral, by selecting a style, mood, and tempo, or by providing lyrics or input text. It uses neural networks trained on large datasets of music to analyze rhythm, structure, and style, producing coherent and high-quality compositions rather than random sounds. MuzMaker simplifies the music creation process by handling complex tasks such as arranging instruments, building harmonies, and structuring tracks, allowing users to focus on creativity instead of technical production.Starting Price: Free -
15
Scale Data Engine
Scale AI
Scale Data Engine helps ML teams build better datasets. Bring together your data, ground truth, and model predictions to effortlessly fix model failures and data quality issues. Optimize your labeling spend by identifying class imbalance, errors, and edge cases in your data with Scale Data Engine. Significantly improve model performance by uncovering and fixing model failures. Find and label high-value data by curating unlabeled data with active learning and edge case mining. Curate the best datasets by collaborating with ML engineers, labelers, and data ops on the same platform. Easily visualize and explore your data to quickly find edge cases that need labeling. Check how well your models are performing and always ship the best one. Easily view your data, metadata, and aggregate statistics with rich overlays, using our powerful UI. Scale Data Engine supports visualization of images, videos, and lidar scenes, overlaid with all associated labels, predictions, and metadata. -
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Infinite Album
Infinite Album
The AI-powered, copyright-safe, game-responsive, and viewer-interactive music solution for livestream gamers. Adaptive AI music for gamers who livestream. Music is completely generated with artificial intelligence. Music reacts and adapts to the game as you play. Viewers on twitch can spend bits or channel points to change the genre, emotion, and instruments, or add sound effects. Beta testers get free lifetime access to Infinite Album. Create infinite streams of game-reactive, copyright-safe, viewer-interactive music for your livestreams on Twitch. Holiday-themed sound effects. Zero-bit (free) musical interactions. New pipeline for delivering content to you w/o you needing to download. For our beta release, we're looking to work exclusively with Twitch gamers. You can use Infinite Album to play music on any stream, but to have it react to your gameplay you need to be playing a supported game. -
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Akoff Music Composer
Akoff
Let's assume you have a melody in your head and you want to create a beautiful music arrangement of this melody on your home computer. A professional arranger can complete this task within 2 or 3 hours. Akoff Music Composer is a song-making software that assists in music creation. Hum your melody into the microphone and Composer captures the audio, transcribes it into the MIDI sequence, makes chords, and arranges the song. Neither a MIDI keyboard nor any musical experience is required to create music. Choose the tempo, turn the metronome on and hum your melody into the microphone. Composer captures the audio and records it into a digital file. Composer analyzes the audio signals, recognizes musical notes, and creates a standard MIDI sequence. Composer makes the chord progression harmonize with your melody. Select a music style and Composer makes a fully arranged song. After transcribing Composer analyzes the harmonical structure of the melody line and makes the chord progression.Starting Price: $39 one-time payment -
18
Sound Sculpt
Sound Sculpt
Custom AI Music Creator - Royalty-free, AI generated music with a human touch Artistic Our AI music technology enables real-life music composers and producers to design songs that are flexible and modifiable. Unique Each song can be modified in thousands of ways, meaning that your customized song will be uniquely yours. Safe With uniquely customized songs you don't have to worry about copyright claims or takedowns. Customize Unlike other AI song generators, our technology enables you to instantly modify and customize each song. Free Content creators can generate songs for free if they include a link back Customize the Tempo, Key, Scale, Chords, and Arrangement of any song.Starting Price: Free -
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Crescendo Music Notation
NCH Software
A simple and intuitive way to write musical notation or guitar tabs, Crescendo allows composers to write, save and print their music compositions on their computer. The wide array of sheet music symbols, time and key signatures, along with a free-form layout, gives a composer optimum control over creating sheet music for their arrangements. Add whole, half, quarter, eighth, sixteenth and thirty-second notes and rests (semibreve to demisemiquaver). Use drum kits and templates to write percussion notation. Create dotted notes, chords, add repeats, and more. Insert text to specify a title, tempo, dynamics or lyrics. Copy, cut and paste measures to easily insert themes. Brace staves together to compose scores for ensembles. Supports VSTi instruments, such as piano or violin, for quality MIDI playback.Starting Price: $79.99 one-time payment -
20
AfterQuery
AfterQuery
AfterQuery is an applied research platform designed to create high-quality training data for frontier artificial intelligence models by capturing how real experts think, reason, and solve problems in professional contexts. It focuses on transforming real-world work into structured datasets that go beyond simple outputs, encoding decision-making processes, tradeoffs, and contextual reasoning that traditional internet-sourced data cannot provide. It works directly with domain experts to generate supervised fine-tuning data, including prompt–response pairs and detailed reasoning traces, as well as reinforcement learning datasets with expert-designed prompts and grading frameworks that convert subjective judgment into scalable reward signals. It also builds custom agent environments across APIs and tools, enabling models to be trained and evaluated in realistic workflows, and captures computer-use trajectories that demonstrate how humans interact with software step by step. -
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n-Track Studio
n-Track
Produce Music & Beats with n-Track Studio. Includes our industry-leading Step Sequencer beat maker, loops & playable instruments. Record, edit & mix audio and MIDI tracks. Record a virtually unlimited number of Audio, MIDI & Drum Tracks, mix them during playback and add effects: from Guitar Amps, to VocalTune & Reverb. Edit songs, share them online & join the Songtree community to collaborate with other artists. Import your own sounds or use our hand-crafted sample packs to inspire new productions. Filter by tempo, genre & instrument then simply drag & drop audio files into your n-Track project. Remove friction with Follow Song Tempo & Pitch Shift dropdowns on audio loops. No need for internal or external plugins.Starting Price: $69 one-time payment -
22
Sequel
Steinberg
Steinberg's Sequel is a free, entry-level music production software for Windows, designed to simplify the process of creating, recording, and mixing music. It offers a user-friendly interface with a one-window design, making it accessible for beginners. Sequel comes equipped with over 5,000 high-quality loops and sounds, covering a wide range of genres, allowing users to start composing music immediately. The software includes a full range of professional audio effects and features like one-click tempo detection, facilitating seamless integration of various audio elements. Sequel also supports Virtual Studio Technology (VST), enabling the addition of more effects and instruments to expand creative possibilities. By supporting Virtual Studio Technology, you can continue to add to the number of effects and instruments, providing endless possibilities, easily controlled using your MIDI keyboard. In fact, use MIDI to trigger parts of your arrangement when in performance mode.Starting Price: Free -
23
Twine AI
Twine AI
Twine AI offers tailored speech, image, and video data collection and annotation services, including off‑the‑shelf and custom datasets, for training and fine‑tuning AI/ML models. It offers audio (voice recordings, transcription across 163+ languages and dialects), image and video (biometrics, object/scene detection, drone/satellite feeds), text, and synthetic data. Leveraging a vetted global crowd of 400,000–500,000 contributors, Twine ensures ethical, consent‑based collection and bias reduction with ISO 27001-level security and GDPR compliance. Projects are managed end‑to‑end through technical scoping, proofs of concept, and full delivery supported by dedicated project managers, version control, QA workflows, and secure payments across 190+ countries. Its service includes humans‑in‑the‑loop annotation, RLHF techniques, dataset versioning, audit trails, and full dataset management, enabling scalable, context‑rich training data for advanced computer vision. -
24
MakeBestMusic
MakeBestMusic
MakeBestMusic’s AI Music Generator is an advanced platform that allows anyone to create unique, studio-quality music from simple text prompts or lyrics. Whether you want instrumental compositions or vocal tracks, the tool generates professional results across genres like pop, classical, EDM, and more. Users can remix uploaded files, split stems such as vocals and drums, and customize compositions to fit projects. With features like continuous audio refinement, watermarking for originality, and commercial-use licensing, it’s built for both creativity and protection. From indie filmmakers and game developers to YouTubers and podcasters, MakeBestMusic empowers creators to craft immersive soundtracks, jingles, or background music with ease. By making music generation accessible without requiring expertise, the platform democratizes high-quality music production.Starting Price: $0 -
25
Guitar Pro
Arobas Music
Easily edit tablatures and scores for guitar, bass, ukulele, banjo, percussion, and many other instruments. Make faster progress with the many integrated tools: a metronome, chord and scale libraries, a tuner and virtual instruments. Adjust and gradually increase the tempo, loop sections, create drum and piano backing tracks to practice. Enjoy realistic audio rendering and preset sounds that faithfully reproduce the sound of your favorite artists. The software is compatible with many instruments such as guitar, drums, bass, piano, ukulele and many others! You can make tablatures for each instrument, scroll the music score, write your music and use many pedagogical tools such as a chord dictionary or a scale library. Transposition features are also available to easily transcribe your songs from one instrument to another.Starting Price: $75 one-time payment -
26
BandConvert
La Touche Musicale
BandConvert is a web-based application powered by AI that transcribes polyphonic audio files or YouTube videos containing multiple instruments into detailed sheet music, MIDI, and MusicXML files. Ideal for bands, orchestras, and music arrangers, it identifies individual instruments, separates layers, and captures notes, tempo, rhythm, articulations, clefs, and time signatures. The tool supports instant and professional-grade transcription, directly in the browser with no installation required.Starting Price: $12 -
27
LMMS
LMMS
Compose music on Windows, Linux and macOS. Compose songs, create sequences, mix and automate in one simple interface. Play the notes with a MIDI controller or using your computer keyboard. Consolidate instrument tracks using the Rhythm + Bass Editor. Fine-tune patterns, notes, chords, and melodies with the Piano Roll Editor. Full automation based on user-defined tracks and computer controlled automation sources. Import MIDI files and Hydrogen projects. Built-in support for 64-bit VST instruments via 32-bit VST bridge (Windows 64-bit). Support for LADSPA plugins. Support for VST® Effects Plugins (Linux and Windows). Built-in compressor, limiter, delay, reverb, distortion, and bass booster. Graphic and parametric equalizers included. Built-in spectrum analyzer / viewer. Create music with your computer, making melodies and rhythms, synthesizing and mixing sounds, arranging samples, and much more. -
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Bensound
Bensound
Welcome to Bensound, here you can download royalty free stock music for YouTube and your multimedia projects. Youtube & Facebook uses recognition software that scans the music in your video to see if you used copyrighted material. We do not register our tracks in this system so if you have a claim it is whether a "false positive" (the software is wrong) or that someone try to steal our music. Our music is meant to be used for multimedia projects such as videos and web applications. For both the free license and the pro licenses, it is forbidden to make a song, a remix and/or to use our music for music production. You can however adapt the music for your film or video by cutting, fading, editing the length or adding voice over. You can adapt the music for your project by editing the length or make cuts. However, you can not make a song, a re-mix, or produce your own music with our music.Starting Price: €139 per year -
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Cyanite
Cyanite
For those who shape tomorrow’s music industry. Automatically generate comprehensive metadata for every song or catalog in seconds. From genre and mood to instruments and tempo, Cyanite extracts a rich set of valuable tags directly from your audio files. Spend more time on creative work and less on manual tagging. Extract captivating full-text descriptions directly from any song, saving you time and effort. Cyanite generates descriptive narratives that capture the essence and mood of your music. Dive into a world of rich, evocative descriptions and let your music speak for itself. Discover musical kinship instantly. Input a reference song and unlock a world of similar songs, transcending catalog sizes, ideal for sync, music supervision, A&R, content creation, curation, and more. With a vast selection of 1,500 keywords at your fingertips, effortlessly combine and weigh different keywords to fine-tune your music search.Starting Price: Free -
30
Publishing Pro
YourTempo
Publishing Pro by YourTempo is a cloud-based music publishing management platform built for publishers, songwriters, and catalog administrators. It centralizes song data, pitching tools, and catalog management into one intuitive system, helping users manage their music assets efficiently. Users can upload and organize songs with detailed metadata, including audio, lyrics, writer credits, copyright details, and ownership splits. The platform makes it easy to search, sort, export catalogs, and create playlists. Its pitching tools allow users to share songs or playlists with personalized branding while tracking delivery, opens, and engagement such as plays and downloads. Publishing Pro also offers powerful administration features, consolidating writer details, copyright data, ownership information, and documents in one place. It streamlines workflows, improves collaboration, and provides clear insights into catalog performance.Starting Price: $19/month -
31
MusicFX DJ
Google
MusicFX DJ is an AI-driven music creation tool developed by Google in collaboration with musician Jacob Collier. It enables users to generate continuous, real-time music streams by combining various prompts, including genres, instruments, and emotions. Unlike traditional DJ tools that mix existing tracks, MusicFX DJ creates entirely new compositions based on user inputs. The platform offers intuitive controls, allowing users to adjust elements such as tempo, key, and instrumentation, making live music creation accessible to individuals of all skill levels. Additionally, users can share 60-second segments of their sessions, facilitating collaborative exploration of musical ideas. -
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Shaip
Shaip
Shaip offers end-to-end generative AI services, specializing in high-quality data collection and annotation across multiple data types including text, audio, images, and video. The platform sources and curates diverse datasets from over 60 countries, supporting AI and machine learning projects globally. Shaip provides precise data labeling services with domain experts ensuring accuracy in tasks like image segmentation and object detection. It also focuses on healthcare data, delivering vast repositories of physician audio, electronic health records, and medical images for AI training. With multilingual audio datasets covering 60+ languages and dialects, Shaip enhances conversational AI development. The company ensures data privacy through de-identification services, protecting sensitive information while maintaining data utility. -
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Pixta AI
Pixta AI
Pixta AI is a cutting‑edge, fully managed data‑annotation and dataset marketplace designed to connect data providers with companies and researchers needing high‑quality training data for AI, ML, and computer vision projects. It offers extensive coverage across modalities, visual, audio, OCR, and conversation, and provides tailored datasets in categories like face recognition, vehicle detection, human emotion, landscape, healthcare, and more. Leveraging a massive 100 million+ compliant visual data library from Pixta Stock and a team of experienced annotators, Pixta AI delivers scalable, ground‑truth annotation services (bounding boxes, landmarks, segmentation, attribute classification, OCR, etc.) that are 3–4× faster thanks to semi‑automated tools. It's a secure, compliant marketplace that facilitates on‑demand sourcing, ordering of custom datasets, and global delivery via S3, email, or API in formats like JSON, XML, CSV, and TXT, covering over 249 countries. -
34
Aimi Player
Aimi
Aimi Player Pro is a premium music solution tailored for businesses seeking high-quality, licensed music for commercial use. It offers 100% royalty-cleared, risk-free music, ensuring compliance and peace of mind for commercial applications. Users can access advanced controls for instruments, tempo, and vocals, allowing for complete customization of the listening experience. The platform supports offline playback for up to 30 days, making it ideal for environments with unreliable or intermittent internet access. Aimi Player Pro provides a diverse range of electronic music genres, from Ambient to Techno, catering to various business atmospheres. By upgrading to Pro, businesses can elevate their sound environment, creating continuous, personalized music experiences that enhance customer engagement and satisfaction. Aimi Player makes interactive music fun and accessible, offering a free personal experience for users who want to explore dynamic music.Starting Price: Free -
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Created by Humans
Created by Humans
Take control of your works' AI rights and get compensated for their use by AI companies. You're in control of if and how your work is used by AI partners. We negotiate the details of the license, and you track payments in your dashboard. Get compensated when your work is licensed. Easily opt-in (or out) of licensing options. You decide what you're comfortable licensing, and we do the rest. Access curated, unique content and build with the full permission of rights holders. We're on a mission to preserve human creativity and make it thrive in the AI era. We believe that to get the best out of technology, we must ensure we continue receiving the best human-created works. We celebrate and nurture the unique talents and expressions that make us human. We believe that bringing together divided groups can drive an outsized positive impact on the world. We prioritize building long-term, genuine connections over short-term gains. -
36
Fadr
Fadr
If you can imagine it, you can make it on Fadr, you don't need to know music theory, mixing, mastering, or music software. Fadr can separate any song's vocals and instruments, find the bpm, key, and chord progression, extract midi, and more. Produce and DJ remixes and mashups with your songs. You make all the creative decisions while Fadr synchronizes, masters, and more.Starting Price: $10 per month -
37
MusicGPT
MusicGPT
MusicGPT is an AI-powered music creation platform that lets you generate full original music, beats, instrumentals, lyrics, vocals, sound effects and soundscapes simply by typing a description of what you want, letting the AI produce professional quality tracks across genres in seconds. It provides tools to edit audio, upload and transform existing files, extract stems, remix tracks or create sound effects and samples with hyper-realistic quality, and explore a royalty-free music library for discovery and inspiration. It includes a simple prompt box for song creation, support for text-to-speech with thousands of realistic voices, an AI voice changer, AI stem splitter, audio enhancements and the ability to isolate vocals or instruments. MusicGPT runs on proprietary AI audio technology and integrates via a flexible API for developers to power apps or projects, while users can stream and download unlimited music they create.Starting Price: Free -
38
Anymelo
Anymelo
Anymelo is an AI-powered music creation platform that lets anyone compose royalty-free music and songs effortlessly using advanced generative audio technology. With Anymelo’s suite of creative tools, you can generate original music from text descriptions or lyrics, extending ideas into full tracks with professional arrangements, no musical training or equipment required. Its AI Music Generator transforms your written prompts into complete compositions with melodies, harmonies, vocals, and instrumentation across any genre, and supports multi-language vocal synthesis and studio-quality output ready for use in videos, podcasts, games, and other projects. Beyond text-to-music, the platform includes tools like AI Music Extender to lengthen tracks naturally, an AI Cover Generator to reimagine songs in new styles while preserving core melodies, AI Music Layering to add instruments or vocals to recordings, and an AI Vocal Remover/stem splitter to isolate vocals and instrumentals.Starting Price: $9.99 per month -
39
DataGen
DataGen
DataGen is a leading AI platform specializing in synthetic data generation and custom generative AI models for machine learning projects. Their flagship product, SynthEngyne, supports multi-format data generation including text, images, tabular, and time-series data, ensuring privacy-compliant, high-quality training datasets. The platform offers scalable, real-time processing and advanced quality controls like deduplication to maintain dataset fidelity. DataGen also provides professional AI development services such as model deployment, fine-tuning, synthetic data consulting, and intelligent automation systems. With flexible pricing plans ranging from free tiers for individuals to custom enterprise solutions, DataGen caters to a wide range of users. Their solutions serve diverse industries including healthcare, finance, automotive, and retail. -
40
Soundraw
Soundraw
SOUNDRAW is an innovative composition tool for creators. Create songs that match your content perfectly in minutes and with no music composition knowledge! Stop searching for the song you need, create it. Royalty-free music, AI-generated for you. Simply choose the mood, the genre, and the length. Our AI will generate beautiful songs for you. Make an intro shorter or change the position of the chorus. Match the song to your video, not the other way around. Tired of Youtube copyright strikes? Nothing to worry about with our music. You keep the license to use downloaded songs even if you unsubscribe. Personal & commercial use. Same license no matter your content reach, if your video gets 100M views, we won't ask for more money. With Soundraw, instead of spending hours searching for the music you need, the AI creates it for you in seconds. Just tell the AI how you need your song to be and let it generate dozens of variations. Pick up the one you like and customize it further.Starting Price: $16.99 per month -
41
Band-in-a-Box
PG Music Inc.
Band-in-a-Box by PG Music is a comprehensive music creation and accompaniment software that empowers musicians, composers, and educators to produce professional-quality music effortlessly. It allows users to input chord progressions and generate fully arranged backing tracks in a wide range of musical styles, from jazz and blues to rock, pop, and classical. Featuring an extensive library of tracks, drums, and MIDI instruments, the software creates authentic, lifelike accompaniments tailored to the user’s specifications. Band-in-a-Box also includes tools for songwriting, arrangement, and improvisation practice, making it a valuable resource for both beginners and experienced musicians. With its user-friendly interface and powerful features, it simplifies the creative process and enhances music production efficiency.Starting Price: $129 per license -
42
beets
beets
Beets is the media library management system for obsessive music geeks, an infinitely flexible automatic metadata corrector and file renamer, and a batch audio file transcoder. Beets is a simple music metadata inspection and modification tool for tons of audio file types, and an MPD-compatible music player. The purpose of beets is to get your music collection right once and for all. It catalogs your collection, automatically improving its metadata as it goes using the MusicBrainz database. Then it provides a bouquet of tools for manipulating and accessing your music. Because beets are designed as a library, they can do almost anything you can imagine for your music collection. Via plugins, beets become a panacea. Fetch or calculate all the metadata you could possibly need: album art, lyrics, genres, tempos, ReplayGain levels, or acoustic fingerprints. Get metadata from MusicBrainz, Discogs, or Beatport. Or guess metadata using songs’ filenames or their acoustic fingerprints.Starting Price: Free -
43
Audio AI Dynamics
Audio AI Dynamics
🎶 Audio AI Dynamics (AAID): AI-powered tools for music creators 🎶 A suite of web-based audio tools designed to empower musicians, producers, and audio enthusiasts. Whether you're a pro or just starting out, Audio AI Dynamics offers a range of features to enhance your music workflow. 🎧 🔊 Features: Music Analyzer: Break down your audio with in-depth analysis to discover BPM, chords, chroma, and more. BPM Tapper: Easily find the tempo of your favorite tracks by tapping along. Audio Trimmer: Quick and precise audio editing with our seamless trimming tool. Voice Recorder: Sing, record, and merge your voice with backing tracks in real time. HPCP Chroma & Chord Detection: Analyze harmonic content and detect chords effortlessly. Online Metronome: Stay in sync with our fully customizable metronome. Genre Finder: Realtime song genre finder.Starting Price: $0 -
44
Eleven Music
ElevenLabs
ElevenLabs AI Music Generator lets you craft studio-quality tracks in any genre or style, instrumental or vocal, across multiple languages, simply by describing the desired sound, mood, or use case in natural language. Its proprietary AI engine, trained on high-quality stems and delivering 44.1 kHz audio, produces polished, multi-layered compositions in real time, with deep musical intelligence that closely follows lyrics, key, and BPM. You can generate entire songs from a single prompt or fine-tune individual sections, adjusting duration, lyrics, instrumentation, and transitions, to achieve seamless structure and precise mood shifts. Features like Narrative Tone Sync ensure that vocals align emotionally with the music, while seamless genre and instrument blending enable genuinely innovative soundscapes. It provides broad commercial-use terms, making outputs ready for film, TV, ads, gaming, podcasts, and social media.Starting Price: $0.50 per minute -
45
Defined.ai
Defined.ai
Defined.ai provides high-quality training data, tools, and models to AI professionals to power their AI projects. With resources in speech, NLP, translation, and computer vision, AI professionals can look to Defined.ai as a resource to get complex AI and machine learning projects to market quickly and efficiently. We host the leading AI marketplace, where data scientists, machine learning engineers, academics, and others can buy and sell off-the-shelf datasets, tools, and models. We also provide customizable workflows with tailor-made solutions to improve any AI project. Quality is at the core of everything we do, and we are in compliance with industry privacy standards and best practices. We also have a passion and mission to ensure that our data is ethically collected, transparently presented, and representative – since AI often reflects of our own human biases, it’s necessary to make efforts to prevent as much bias as possible, and our practices reflect that. -
46
Evoke Music
Amadeus Code
Find the right music for your videos, podcasts, and business. Create more and worry less. Evoke Music is a royalty-free music library made for content creators that don't have the time or budget to worry about copyright claims or finding great music. You keep creating and letting Evoke Music take care of your music needs. Upload to YouTube, Instagram, Facebook, Twitch, TikTok, and all other social media platform. Find music unlimited to the genre, instrument names, and mood, and simply search with the keyword describing what you're making. Evoke Music's music library is 100% original tracks composed with our proprietary AI songwriting software. All of the songs and sound effects in Evoke Music are royalty-free. Simply create more, and worry less. Get full access to over 60,000 tracks and sound effects. Single account (possible for client works) Web (Social media, YouTube, Podcasts, Facebook, Instagram, Twitch, etc.)Starting Price: $8 per month -
47
eapy
eapy
Eapy is a web-based creative workflow platform designed for music creators, offering a collaborative space to manage and organize composition ideas. The platform's canvas allows users to upload audio files, images, text, and voice memos, facilitating a comprehensive workspace for inspiration and project development. Real-time playback of audio files and support for YouTube link embedding enhance the interactive experience. Eapy's AI-powered MIDI sample generator enables users to describe desired styles and generate chord progressions, vocal toplines, or instrumentals, providing editable MIDI files for seamless integration into digital audio workstations. The platform also supports real-time collaboration, allowing musicians to work together remotely and share their canvases with others, with options for password-restricted access. Additional features include text-memo functionality, link management, and cloud storage for musical ideas and projects.Starting Price: Free -
48
Keymakr
Keymakr
Keymakr provides image and video data annotation, along with data creation, collection, and validation services for AI and machine learning computer vision projects of any scale. The company’s core expertise lies in delivering high-quality training data for multimodal and embodied AI systems, and supporting human-verified annotation and LLM ground-truth validation of model outputs. Keymakr's motto, "Human teaching for machine learning," reflects its commitment to the human-in-the-loop approach. This is why the company maintains an in-house team of over 600 highly skilled annotators. Keymakr's goal is to deliver custom datasets that enhance the accuracy and efficiency of ML systems. To create precise datasets, Keymakr developed Keylabs.ai, a powerful enterprise-grade annotation platform that supports all annotation types. Keymakr also follows strict data security and compliance standards, holds ISO 9001 and ISO 27001 certifications, and maintains GDPR and HIPAA compliance.Starting Price: $7/hour -
49
Dataocean AI
Dataocean AI
DataOcean AI is a leading provider of high-quality, labeled training data and comprehensive AI data solutions, offering over 1,600 off‑the‑shelf datasets and thousands of customized datasets for machine learning and AI applications. Dataocean's offerings cover diverse modalities (speech, text, image, audio, video, multimodal) and support tasks such as ASR, TTS, NLP, OCR, computer vision, content moderation, machine translation, lexicon development, autonomous driving, and LLM fine‑tuning. It combines AI-driven techniques with human-in-the-loop (HITL) processes via their DOTS platform, which includes over 200 data-processing algorithms and hundreds of labeling tools for automation, assisted labeling, collection, cleaning, annotation, training, and model evaluation. With almost 20 years of experience and presence in more than 70 countries, DataOcean AI ensures strong quality, security, and compliance, serving over 1,000 enterprises and academic institutions globally. -
50
Beatoven.ai
Beatoven.ai
Beatoven.ai is an AI music generator that uses advanced AI technology to create background music for your content—like short films, YouTube videos, podcasts, games, and more. We offer multimodal inputs such as text-to-music, video-to-music, and audio-to-music, so you can create the perfect track for your content in the most convenient way! Our AI music maker also includes an editor that lets you tweak genre, emotion, instruments, and tailor the music to your content’s needs. Each downloaded track comes with a license, making it easy for you to publish and monetise your content. We also provide a range of APIs, ideal for enterprises looking to create content at scale.Starting Price: $20 per month
