AI Tools Directory - Page 91

NetEase Cloud Classroom AI Painting Workshop (also known as AI Creative Workshop) is an online AI image generation platform officially launched by NetEase Cloud Classroom, based on Stable Diffusion, which can quickly generate multi-style high-definition paintings through text prompts without deployment and installation. The platform has built-in rich models and plug-ins, supports parameter adjustment, style customization, and one-click image creation, and provides free introductory tutorials and application cases to help designers and art enthusiasts easily create professional-grade visual content, improving creative efficiency and productivity.

6pen Pro is a professional AI creation platform launched by the Bread Multi team, integrating dozens of text, image, video, audio and 3D generators, content libraries and intelligent workflows. It supports Chinese prompts, including Stable Diffusion, LoRA and other multi-model generation functions, and is equipped with tools such as one-click cutout, style transfer, ultra-clear upscaling, video style conversion, and voice cloning. By combining time-consuming billing with free experience, commercial-grade multimedia content can be quickly generated online and on mobile terminals, and the copyright of works belongs to users, helping efficient creative implementation.

Duiyou is an AI design productivity platform launched by Alibaba Design, which provides designers with intelligent tools for the whole process from inspiration creation to project implementation. The platform integrates a multi-style AI painting generator, supports the integrated creation of Wensheng and Tushengtu, and is equipped with e-commerce design artifacts such as AI product maps, deer class marketing maps, and model skinning; At the same time, it has built-in AI image modification functions such as naughty cutout, one-click elimination, background removal, and ultra-clear enlargement to help batch and efficient production. Duiyou also provides 3D material editing, dataset management, and model training capabilities, allowing designers to complete customization and batch creation without programming. In addition, the platform empowers designers to continuously improve quality, efficiency and revenue through educational and enterprise API services, community incentives, and ecological activities such as the D20 Design Summit.

Meitu Xiuxiu is an online AI image processing tool launched by Xiamen Hongtian Chuangshi Technology Co., Ltd., which allows users to complete pixel-level portrait beauty, intelligent hair reshaping, height shaping, and other precise retouching operations in the browser without logging in, and supports massive filters, stickers, recipe templates, and intelligent puzzle functions to meet the needs of trendy aesthetics and social sharing. At the same time, it has built-in creative tools such as AI elimination, AI flash, and AI image expansion, as well as 3D clay and brain hole special effects gameplay, allowing static images to change their works in seconds, helping individuals and content creators quickly produce high-quality visual content.

Framer is a no-code tool that combines design, prototyping, and website building, allowing users to automatically generate pages through drag-and-drop and AI. It is suitable for creating high-fidelity interactive interfaces, built-in component libraries and animations, and can be published directly to websites. Framer is particularly suitable for designers and entrepreneurial teams to quickly build, iterate, and launch product pages, improving design and development efficiency.

Cutout Pro is an AI-powered image and video editing platform that offers one-click high-definition background cutout, object removal, image restoration, and image quality enhancement. After users upload photos or video materials, they automatically identify the subject and remove the background, supporting batch processing and detail optimization such as background change, coloring, and edge refinement. The platform also supports calling APIs for e-commerce image standardization, social content creation, and advertising design, offering free trials and charging per use or subscription.

JS Design is an innovative generative design tool that leverages advanced AIGC technology to instantly generate visual prototypes and interface design drafts through natural language descriptions or uploading reference images. Users can input brief instructions, and the system will output multiple sets of high-quality first drafts within seconds, and support image selection to deepen design, helping designers and product managers quickly complete the implementation and iteration of ideas. The platform focuses on improving design efficiency and reducing communication costs, making it an intelligent assistant during the ideation and execution phases.

Atom is a one-stop platform that uses AI to help brand creation and domain name purchase, focusing on industry naming, domain name valuation, logo design, and trademark consulting services. Users can get thousands of creative domain name suggestions with intelligent generation tools, instantly check availability, and complete registration. The platform also offers AI-powered domain name valuation, brand identity matching, logo design competitions, and crowdsourced naming services to help entrepreneurs build unique brands efficiently. Atom simplifies the entire process from brand idea to go-live, helping SMEs and start-up teams quickly establish a professional image.

Prisma is an AI image editing tool launched by Prisma Labs, allowing users to apply more than 700 art styles to their photos, such as Van Gogh or Picasso's painting style, with one click to achieve the effect of "photo to painting". It supports separating foreground and background processing, equipped with professional color grading and border editing functions, and replaces the background with one click. Available on iOS, Android, and web, this tool greatly simplifies the process of photo artistry, making it suitable for social media, content creators, and casual users to quickly generate high-quality art-style images.

Sketch is a professional-grade vector design and interface prototyping tool for macOS, widely used for UI/UX design for web and mobile applications. The product integrates a powerful vector editor, intelligent layout systems (e.g., Stacks, Frames), prototype interaction functions, collaboration and developer handoff tools. Since its release in 2010, Sketch has become one of the most popular tools for designers due to its smooth and efficient design experience and numerous system libraries (templates, plugins, plugin store). Offline work is supported, and Sketch Cloud and Mirror apps are available for prototype preview and team collaboration, catering to diverse needs from individual design to team collaboration. Its local APP features and deep optimization provide fast response and stability, especially suitable for Apple ecosystem designers.

Coolors is an intelligent color matching tool that helps designers quickly generate coordinated color schemes. Users can randomly generate color palettes by simply clicking the space bar, and support locking, adjusting, exporting, and other operations. The platform offers useful features such as color extraction from images, contrast checking, and more, suitable for web pages, branding, and interface design. Coolors offers both web and mobile apps to streamline the color matching process, making it a great tool for enhancing creative efficiency.

Daz 3D is a professional 3D character and scene design platform that provides free-to-use Daz Studio software that supports high-quality character modeling, animation, and rendering. Users can create complex 3D scenes with a rich library of digital resources, including characters, costumes, props, and more. The platform supports one-click export to tools such as Blender and Maya, which are widely used in game development, digital art, and virtual content creation. Its Genesis technology supports diverse character generation, making it an efficient creative tool for visual content creators and 3D designers.

Galileo AI is an efficient AI-powered interface design generation platform that supports both "Text-to-UI" and "Image-to-UI" modes. Users can generate high-fidelity UI designs in seconds by simply inputting text descriptions or uploading sketches, which can be exported to Figma format or further edited. The platform, which emphasizes rapid iteration and assisted creation, is widely used in website, mobile, and app interface design, and has been acquired by Google and integrated into a product called Stitch.

PromptHero is a professional platform designed for image generation and prompt engineering, supporting Stable Diffusion, Midjourney, DALL· E. Users can search and browse through millions of AI-generated images and their corresponding prompts, quickly pinpoint the desired style by keyword and model type, and get inspiration from the community. The platform also provides resources such as challenges, tutorials, and LoRA models, suitable for designers, AI enthusiasts, content creators, etc. to deepen their AI image creation skills, improve work efficiency, and simplify the prompt tuning process.

Fancy.design is a subscription-based call design team service built for start-ups, providing brand design, website and app design, and one-stop design support. Users can submit design requests for an unlimited number of tasks for a fixed monthly fee, receive quick responses and draft designs from a team of professional designers, and launch the first draft within 48 hours, with unlimited revisions per task, ensuring that the final result meets expectations. This service emphasizes efficient, creative, and functional solutions, making it suitable for small and medium-sized enterprises or entrepreneurial projects with a manageable budget but diverse needs.

Daft Art is an AI-powered album cover generation platform designed for musicians, producers, podcasters, and artists designed to create high-quality album covers quickly. Users only need to select an aesthetic style, enter a cover description, and the platform can generate a cover design that meets their needs. Additionally, users can customize the album title and artist name on the cover, adjusting fonts, colors, and styles to match the overall musical atmosphere. The generated cover is in high resolution (3000x3000 pixels) and is suitable for all major music distribution and streaming platforms. Daft Art offers a variety of paid plans, including 7-day, 30-day, and 180-day passes, allowing users to generate unlimited covers during the validity period without a subscription. All generated covers are copyrighted by the user and are free to use for commercial purposes.

Adobe is a multinational software company headquartered in San Jose, California, USA, founded in 1982, focusing on the development of software related to multimedia production and digital experiences. Its core products include Photoshop, Illustrator, Premiere Pro, After Effects, Acrobat, etc., which are widely used in image processing, video editing, web design, document management, and other fields. Adobe offers a subscription-based service with Creative Cloud, covering over 20 applications and services, catering to the diverse needs of creative professionals and businesses. Additionally, Adobe has introduced AI technologies such as Adobe Sensei and Adobe Firefly to enhance users' creative efficiency and content quality. Adobe's solutions are widely used in various industries, including advertising, media, education, government, and more, and are committed to advancing digital creativity through innovative technologies.

Figma is a collaborative, cloud-based interface design tool that enables real-time design, prototyping, and development delivery in the browser. Its core functions include Auto Layout, component system, prototype interaction, Dev Mode, etc., which are widely used in UI/UX design, product development, and team collaboration. In 2025, Figma further expanded its design ecosystem with the launch of several new AI-powered features, such as Figma Sites (website builder), Figma Make (AI programming assistant), Figma Buzz (branded content generator), and Figma Draw (vector illustration tool). These features enable users to complete the entire process, from idea ideation to product launch, on the Figma platform, enhancing design efficiency and collaborative experiences.

Canva is an online graphic design platform for users worldwide, offering rich templates and intuitive drag-and-drop editing tools to help users easily create visual content such as social media graphics, presentations, posters, videos, logos, and more. The platform supports multiple languages, catering to individuals, teams, and enterprise users, with both free and paid versions available to cater to different design needs. Canva also integrates AI-powered features like Magic Design, which automatically generates personalized designs based on user-input text, enhancing creative efficiency. Additionally, Canva offers desktop and mobile applications that support cross-platform collaboration and are widely used in education, marketing, branding, and other fields to help users achieve efficient and professional visual communication.

Blush is an online illustration platform founded by Pablo Stanley that aims to help users create and customize high-quality illustrations with ease. The platform brings together illustrations from artists around the world, and users can choose different styles of illustration collections according to the needs of the project, and achieve personalized customization by changing the character's hairstyle, clothing, posture and other elements. Blush offers downloads in PNG and SVG formats, and supports Figma and Sketch plugins, making it easy for users to use directly in popular design tools. All illustrations can be used for personal and commercial projects without attribution, suitable for various scenarios such as web design, application interfaces, presentations, etc., improving design efficiency and visual expression.

Designify is an AI image design platform launched by Canva Austria GmbH designed to help users create professional-grade visual content quickly. The platform uses advanced artificial intelligence technology to automatically complete image processing tasks such as background removal, color enhancement, intelligent shadow addition, and pixel restoration, making it suitable for various scenarios such as e-commerce product images, car display images, and marketing materials. Users only need to upload images, and the system can automatically generate high-quality design works, supporting batch editing and API integration to improve work efficiency. Designify offers both free and paid versions, with the Pro version supporting advanced features like HD image downloads, processing 1000 images per month, and more, catering to different user needs.

remove.bg is an AI-powered image background remover tool that can automatically remove image backgrounds in less than 5 seconds, enhancing image editing efficiency. Users only need to upload an image, and the system will automatically recognize and remove the background, generating a PNG file with a transparent background, suitable for e-commerce, photography, design, and other fields. The platform offers a web version, desktop apps (Windows, Mac, Linux), and Photoshop and Figma plug-ins to meet the needs of different users. remove.bg also provides an API interface that allows developers to integrate background removal into their applications.

Kaedim is an AI-powered 3D model generation platform capable of quickly converting 2D images or text descriptions into high-quality 3D models. Its unique workflow combines advanced machine learning algorithms with human review by an in-house art team, ensuring that each model is of production-grade quality. Users can simply upload a reference image or provide a text description, and Kaedim's AI engine automatically generates a preliminary 3D model, which is then fine-tuned and optimized by professional artists. The generated models support multiple formats (such as FBX, OBJ, GLB, etc.) and can be directly integrated into mainstream 3D engines such as Unity, Unreal Engine, and Blender, widely used in game development, architectural visualization, product design, and e-commerce display. Kaedim offers features such as automatic mapping, UV expansion, and level of detail (LoD) generation, significantly improving the efficiency of creating 3D assets and helping users produce high-quality 3D content in a short time.

Lovart is the world's first design AI agent platform, dedicated to transforming users' creative ideas into professional-grade visual design works through natural language interaction. The platform integrates a variety of advanced AI models to support the generation of images, videos, and music, covering various design needs such as brand visuals, advertising posters, UI interfaces, storyboards, and brand kits. Users only need to use simple text descriptions, and Lovart can automatically parse the task, select the appropriate tool, coordinate the entire design process, and generate high-quality visual results. The platform offers three modes of operation: Talk (natural language input), Tab (design option browsing), and Tune (detail adjustment), allowing users to complete the entire design process from idea to finished product on a seamless canvas. In addition, Lovart supports output in multiple formats, is compatible with mainstream design tools such as Photoshop and Figma, and is suitable for various scenarios such as brand design, marketing campaigns, and dynamic content creation, helping users efficiently implement their ideas.

Animaker is a cloud-based AI video production platform designed to help users quickly create professional-grade animations and live-action videos. The platform offers a wide range of templates, character builders, automatic dubbing, subtitle generation, and more, supporting multilingual and high-resolution output. Whether it's marketing promotion, education and training, or social media content, Animaker can meet the needs of different scenarios, improving the efficiency and quality of video production.

Humaaans is a free illustration library created by designer Pablo Stanley that offers freely composable character illustrations. Users can change hairstyles, clothing, postures and other elements as needed, quickly generate diverse character illustrations, suitable for web design, application interfaces, presentations and other scenarios. All assets are in vector format and support various file types such as SVG, PNG, Sketch, Figma, etc., making it easy to use in different design tools. With a CC0 license, Humaaans allows both personal and commercial projects to use at no cost, helping designers efficiently create illustrations that align with modern aesthetics.

Pixso AI is the built-in AI assistant of Pixso, a domestic online design tool, specially built for product design teams, integrating five core functions: AI Drawing, AI Language Master, Inspiration Expert, AI Design Specification Generation, and Design Element Checklist. Users can quickly generate high-quality images, design specifications, and copywriting content through natural language input, supporting a variety of styles and size options to meet various needs such as visual exploration, material graphics, and interface design. Pixso AI is user-friendly and suitable for designers, product managers, and developers to enhance creative efficiency and collaboration.

Drumloop AI is an AI drum beat generation platform based on neural audio synthesis that allows users to quickly generate original, copyright-free drum loops through text prompts or by selecting musical styles. The platform offers a wide range of rhythm and style options to cater to different music production needs. Users can export the generated drum beats as high-quality audio files, allowing for further editing and creation in digital audio workstations (DAWs). With a free trial and multiple subscription plans, Drumloop AI is suitable for music producers, DJs, and sound designers, helping users bring their musical ideas to life efficiently.

Ecrett Music is an AI-powered music creation platform developed by SOUNDRAW Inc. designed specifically for content creators to streamline the music production process. Users only need to select the scene, mood, and musical style, and the system can generate unique musical compositions, supporting custom structure, length, and instrument configuration. The platform generates over 500,000 music patterns per month, ensuring novelty and diversity in the content. All generated music is royalty-free and suitable for commercial and personal projects such as videos, games, podcasts, etc., supporting monetization on platforms like YouTube. Ecrett Music offers three subscription plans: Free, Individual, and Enterprise, catering to different user needs. Its intuitive interface and powerful features make it easy for non-professional musicians to create high-quality music works, enhancing the appeal and professionalism of their content.

TemPolor is an advanced AI music creation platform that offers high-quality, copyright-free music solutions for content creators, video producers, and musicians. Users can quickly generate personalized music that meets project needs through text descriptions, humming, uploading images or videos, and more. The platform offers both simple and expert modes to cater to the creative needs of different users. With over 200,000 copyright-free music, TemPolor supports a wide range of musical styles and moods, making it suitable for various scenarios such as video soundtracks, podcasts, advertisements, social media, and more. Users can download unlimited high-quality audio during their subscription and receive a lifetime commercial license. The platform also offers an iOS app, making it convenient for users to create music on the go. TemPolor is committed to enhancing creative efficiency through AI technology, helping users realize their musical ideas effortlessly.

TwoShot is an AI-powered music sampling and creation platform designed to help music producers bring their ideas to life quickly. With over 200,000 samples available across a wide range of styles and instruments, users can easily find what they need through natural language search. TwoShot's AI tools support features such as text generation audio, audio recreation, track separation, sound enhancement, and more, catering to diverse creative needs. The platform also offers desktop plugins and online studios, making it easy for users to create in their browsers or digital audio workstations (DAWs). Additionally, TwoShot offers an automated sample authorization system, ensuring users avoid copyright issues during use. The platform is suitable for music producers, content creators, and sound designers, helping to complete music creation efficiently.

Waveformer is an open-source AI music generation platform developed by Replicate, combined with Meta's MusicGen model, allowing users to quickly generate original music from text prompts, which can be saved as audio files or videos with waveform animations. Users can simply input descriptive text, such as "light electronic dance music" or "melodious piano melody," to generate musical compositions that meet their needs, suitable for various scenarios such as video production, podcasting, and gaming. The platform offers an intuitive user interface that supports a wide range of musical styles and moods, catering to different creative needs. Waveformer's source code is open-source on GitHub, enabling developers to engage in both local and secondary development, driving the development of AI music technology.

Loudly is an AI music generation platform for content creators that enables users to quickly generate high-quality, 100% copyright-free music compositions through text prompts, uploading audio, or using templates. The platform offers features such as AI Music Generator, Text to Music, Audio Clips, Studio Editor, Music Distribution, Sample Packs, and Track Splitting, catering to the entire process from creation to release. Loudly follows strict ethical AI guidelines, ensuring the legitimacy and transparency of music datasets for various scenarios such as social media, video production, podcasting, advertising, and game development.

Endel is an AI-powered music app developed by Endel Sound GmbH in Germany, designed to enhance users' focus, relaxation, and sleep quality through personalized soundscapes. The app utilizes patented AI technology to analyze data such as the user's time, weather, heart rate, and location in real-time to generate a dynamically adapted sound environment. Endel offers a variety of modes, including focus, relaxation, sleep, recovery, study, and activity, catering to different scenarios. Its scientific basis is based on neuroscience research and has been shown to be effective in improving concentration and reducing stress. Endel supports multiple platforms such as iOS, Android, macOS, Apple Watch, Apple TV, and Amazon Alexa, and has collaborated with artists such as Grimes and James Blake to launch a variety of featured soundscapes that have been widely popularized by users.

Sonify is an innovative company focused on the intersection of audio, data, and emerging technologies, developing data-driven solutions with audio at its core. Its flagship product, TwoTone, is an open-source web application that allows users to convert datasets into music without programming experience, supporting MIDI output, and is suitable for various scenarios such as education, journalism, and artistic creation. Sonify's projects span areas such as data visualization, sound design, spatial audio, virtual reality (VR/AR), and artificial intelligence, and have received support from organizations such as the Google News Initiative and the Knight Foundation. Headquartered in Vermont, USA, the company aims to enhance data understanding and improve information accessibility through sound, especially for the visually impaired to provide a more user-friendly way to interact with data.

NetEase Cloud Music · X Studio is a free AI singer music creation software jointly created by NetEase Cloud Music and Xiaoice, which supports both Windows and macOS platforms. The platform has a variety of AI virtual singers with different styles, and users only need to import music scores and lyrics, and can generate professional AI singing dry voices in seconds, and finely adjust the singing performance through multi-dimensional parameters such as pitch, vibrato, bite, and dynamics. X Studio supports the merging of up to 30 AI audio tracks, realizes free creation of chorus and arrangement, and relies on Xiaoice's singing model, consistent supernatural voice and streaming rendering technology to help musicians and enthusiasts easily realize their music creation dreams.

NetEase Tianyin is a one-stop AI music creation platform launched by NetEase Cloud Music, which can realize automatic arrangement, intelligent lyric writing and virtual singer synthesis singing by entering inspiration or keywords without the foundation of music theory. The platform has built-in diversified style templates, covering mainstream genres such as pop, electronic, and ancient styles, and supports real-time adjustment of melodies and lyrics with one click. By generating DEMOs in seconds and providing detail editing functions, it meets the needs of creators for in-depth polishing of their works. Relying on deep learning and large-scale audio models, NetEase Tianyin provides low-threshold and high-efficiency original music production solutions for music lovers and professional musicians, helping to quickly produce commercial-grade audio works.

Musico is an AI music generation engine developed by Musica Combinatoria that combines traditional and modern machine learning algorithms to generate diverse, copyright-free original music in real-time based on user gestures, movements, code, or other vocal inputs. Its core engine supports music creation from semi-assisted to fully automated, making it suitable for both music professionals and non-professional users. Musico offers a variety of applications, including real-time music generation tools like Impro, which allow users to perform music with intuitive gesture controls. Additionally, Musico explores the relationship between music and storytelling, developing next-generation soundtrack plugins for digital storytelling and media. The platform emphasizes human-machine collaboration and is committed to providing innovative music solutions for game developers, media producers, and content creators, driving the future of music creation.

Boomy is an AI-powered music creation platform designed to make it easy for anyone to create original music without any musical background. Users simply select the musical style, mood, and instrument, and Boomy's AI engine can generate a complete song in seconds. After creation, users can publish their works to mainstream streaming platforms such as Spotify and Apple Music, and earn revenue through playbacks. Boomy offers both free and paid membership plans, with paid users enjoying more downloads, commercial usage, and faster release reviews. The platform is particularly suitable for content creators, podcasters, and users looking to generate background music quickly. Boomy's goal is to lower the threshold for music creation through AI technology, allowing more people to enjoy the fun of music creation.

Vocal Remover and Isolation is an AI-powered online audio processing tool that focuses on separating vocals from accompaniment from music. Users only need to upload the audio file, and the system can quickly generate a karaoke version (without vocals) and a vocal-only version (without accompaniment), with a processing time of about 10 seconds. The platform supports a variety of audio formats, including MP3, WAV, FLAC, etc., making it suitable for karaoke production, mixing, cappella practice, and other scenarios. In addition, Vocal Remover also provides functions such as instrument separation, pitch changer, rhythm detection, audio editing, merging, and recording to meet the diverse audio processing needs of users. The platform is easy to use and completely free, making it accessible to music lovers, content creators, and audio editors.

CassetteAI is an AI-powered music creation platform that allows users to quickly generate high-quality original music, sound effects, and vocals from text prompts. Users can simply input descriptive words such as "electronic dance music rhythm" or "soft piano melody," and the AI will generate corresponding music clips. The platform supports a wide range of musical styles and moods, making it suitable for various scenarios such as video production, podcasting, gaming, and advertising. CassetteAI offers a variety of advanced features such as lyric generation, track separation, MIDI conversion, AI editing studio, and more to help users achieve personalized music creation. The platform has also partnered with fal.ai to enable rapid music generation, with 30-second samples generated in 2 seconds and full 3-minute tracks generated in 10 seconds. CassetteAI offers both free and paid subscription options, supporting commercial use, making it accessible to individual creators, content producers, and brand marketers, making it easy to bring music ideas to life.

Clariti is an AI audio app developed by GetSound LLC that aims to enhance users' focus, relaxation, and creativity through personalized real-time soundscapes. The platform dynamically generates sound scenes suitable for the current environment, such as rain, wind, natural sound effects, urban atmosphere, ASMR textures, and binaural frequencies, based on factors such as the user's geographical location, weather, and time, to help users have a better experience when working, studying, meditating, or sleeping. Clariti offers both free and paid subscription options, supports macOS and iOS platforms, and plans to launch an Apple Watch version. Since its launch, Clariti has provided more than 22 million minutes of soundscape playback in 138 countries around the world, which has been well received by users.

AI Hits is an AI-powered music discovery platform that focuses on bringing together and showcasing AI-generated hit songs, covers, and remixes. Users can explore daily, weekly, monthly, and all-time AI music charts across a wide range of music styles and genres through the platform. The platform supports users to submit SoundCloud links to generate AI covers or remixes, providing a personalized music experience. AI Hits' intuitive interface makes it easy for users to browse and discover the latest AI music compositions, making it accessible to music lovers, content creators, and AI music researchers. The platform is dedicated to advancing the application of AI in music creation and distribution, showcasing the innovative potential of AI in the music industry.

Jamahook offers a free trial, supports popular plug-in formats such as VST and AU, and is compatible with major digital audio workstations (DAWs). Its AI technology, developed in collaboration with the Fraunhofer IDMT Institute, ensures professionalism and accuracy in matching results. Suitable for music producers, sound designers, and content creators, it helps to complete music creation efficiently.

WordBand was once an AI-based music creation platform that allowed users to generate personalized songs by inputting text prompts. Users can explore AI music compositions created by others or create and share their own. In its 8 months of operation, the platform has attracted over 500,000 users and generated over 1 million songs. However, according to the official website announcement, WordBand has recently ceased operations, thanks to users for their support and participation.

Stable Audio is an advanced AI audio generation platform launched by Stability AI, enabling the generation of high-quality music and sound effects through text prompts or audio inputs. The latest version, Stable Audio 2.0, produces full tracks up to 3 minutes long, with a clear musical structure (including introductions, developments, and endings) and a 44.1kHz stereo output. The platform introduces audio-to-audio conversion, allowing users to upload audio samples for style conversion and voice reshaping through natural language prompts. In addition, Stable Audio offers style transfer, sound production, and diverse sound generation options, making it suitable for various scenarios such as music production, film and television soundtracks, and game sound effects. The platform also launched an open-source version, Stable Audio Open, focusing on generating short audio samples and sound effects, supporting local deployment and custom training to meet the needs of developers and researchers. Stable Audio is committed to providing creators with flexible and efficient audio generation solutions, driving innovation in AI music creation.

Magenta is an open-source research project initiated by the Google Brain team to explore the application of machine learning in music and art creation. Based on the TensorFlow framework, the project has developed a variety of generative models and tools to help artists and developers use AI for creation. Magenta offers a wealth of resources, including Magenta Studio plugins, DDSP-VST synthesizers, Magenta.js browser APIs, and a variety of interactive presentations and Colab notebooks to support AI-driven creations in music, painting, design, and more. Through these tools, users can achieve functions such as melody generation, rhythm transformation, and image style transfer, stimulating creative inspiration and expanding artistic expression.

Neutone is an AI audio plugin platform developed by Neutone Inc., designed to provide real-time audio processing and voice transformation solutions for music creators, sound designers, and AI researchers. The platform offers two main plugins: Neutone FX and Neutone Morpho. Neutone FX is a free plugin that supports loading and running multiple AI models in digital audio workstations (DAWs) for audio style transfer, sound effect processing, and more. Neutone Morpho is an advanced real-time timbre changer plugin that allows users to reinvent any audio input into a new sound style while preserving its core characteristics. Users can also train and deploy custom AI models using tools like PyTorch through the SDK provided by Neutone, eliminating the need for in-depth programming knowledge. Neutone supports macOS and Windows systems, is compatible with VST3 and AU plug-in formats, and is suitable for mainstream DAWs such as Ableton Live, Logic Pro, Reaper, and more. The platform is committed to promoting the application and innovation of AI technology in music creation through open communities and tools.