Music AI

Music AI is an AI audio platform that offers state-of-the-art ethical AI solutions for audio and music applications. It provides a wide range of tools and modules for tasks such as stem separation, transcription, mixing, mastering, content generation, effects, utilities, classification, enhancement, style transfer, and more. The platform aims to streamline audio processing workflows, enhance creativity, improve accuracy, increase engagement, and save time for music professionals and businesses. Music AI prioritizes data security, privacy, and customization, allowing users to build custom workflows with over 50 AI modules.

Splitter.ai is an AI-driven audio processing platform developed by a Swedish research company. It offers advanced audio processing technologies, including stem separation/extraction, reverb removal, and direct YouTube splitting. The platform is designed to assist music producers, DJs, artists, forensics engineers, audio engineers, karaoke enthusiasts, police, scientists, and more in enhancing their audio processing tasks. Splitter.ai aims to provide high-quality services through AI-driven solutions to meet the diverse needs of its users.

SoundAI is an artificial intelligence-based instrumental web service that enables users to create and generate music samples, MIDI files, and presets for virtual synthesizers. The platform utilizes AI technology to assist musicians and composers in generating new melodies, exploring musical ideas, synthesizing sounds, modifying audio characteristics, and integrating with various projects. SoundAI aims to revolutionize the music industry by providing advanced AI technology for high-quality sound creation and real-time collaboration.

DIKTATORIAL Suite is an online AI mastering tool for audio and music, offering instant music mastering with the help of virtual sound engineers. Users can upload their tracks, describe their sound preferences, and receive high-quality audio mastering within seconds. The tool is designed for audio professionals, musicians, mastering engineers, and bedroom producers, providing streaming optimization for platforms like Spotify and Apple Music. Developed by musicians, DIKTATORIAL Suite ensures safe and secure AI processing without sharing user data with third parties. With a focus on sonic possibilities and genre-specific mastering, the tool aims to deliver professional results for musicians worldwide.

Wondercraft is an AI-powered audio studio that enables users to create various audio content such as ads, podcasts, audiobooks, meditations, and more, simply by typing. The platform offers a wide range of features and tools to streamline the audio production process, catering to marketers, entrepreneurs, writers, educators, and content creators. With a user-friendly interface and advanced AI technology, Wondercraft revolutionizes audio content creation by providing high-quality results efficiently and cost-effectively.

Media.io is an online platform offering a wide range of AI tools for video, audio, and image editing. Users can easily enhance their creative projects with features like AI Portrait Generator, AI Video Generator, Video Editor, Image Enhancer, and more. The platform provides a drag-and-drop interface, flexible editing options, a vast template library, and powerful AI tools, all accessible directly from the browser. Media.io aims to redefine video creation by providing smart editing solutions for creators in various fields such as business, marketing, social media, and entertainment.

Muzaic is an AI music generation tool that offers a complete environment for creating various types of soundtracks, including social media content, personalized ads, podcast intros & outros, and mobile/social media games. It stands out for its top quality studio sound, unmatched speed in generating soundtracks, legal and licensed content, supreme adaptability for customization, and innovative control features. Muzaic ensures affordability with pricing starting at just 0.001 USD per second. It allows users to create tailored audio precision by syncing or tweaking every beat using video analysis or manual keyframe control.

Auphonic is an AI-powered audio post-production web tool designed to help users achieve professional-quality audio results effortlessly. It offers a range of features such as Intelligent Leveler, Noise & Reverb Reduction, Filtering & AutoEQ, Cut Filler Words and Silence, Multitrack Algorithms, Loudness Specifications, Speech2Text & Automatic Shownotes, Video Support, Metadata & Chapters, and more. Auphonic is widely used by podcasters, educators, content creators, and audiobook producers to enhance their audio content and streamline their workflows. With its intuitive interface and advanced algorithms, Auphonic simplifies the audio editing process and ensures consistent audio quality across different platforms.

Dubformer is an AI-powered dubbing and video localization provider that offers a secure and end-to-end solution for the media industry. With a focus on quality and speed, Dubformer's technology enables the creation of realistic and natural-sounding voice-overs in multiple languages, making video content more accessible and engaging for diverse audiences. The platform combines AI-driven processes with human quality control to ensure broadcast-quality results. Dubformer's services include AI dubbing, accurate and culturally sensitive translations, AI mixing for immersive soundscapes, and AI-powered subtitles and closed captions.

Rask AI is a leading tool for video localization and dubbing with artificial intelligence. It offers a wide range of features such as transcribing YouTube videos, video translation, transcription, adding subtitles, audio translation, text-to-speech conversion, and more. The platform is used for educational videos, marketing, multilingual audio on YouTube, content creation and distribution, employee and customer training, explainer videos, various children's content, game development, and sales videos. Rask AI provides innovative solutions for businesses and creators worldwide, enabling them to localize and reuse videos for marketing, conferences, podcasts, and more.

Cloudinary is a cloud-based platform that provides image and video management, optimization, and delivery services. It offers a range of features including image and video storage, transformation, optimization, and delivery, as well as AI-powered features such as generative AI, machine learning, and content-aware AI. Cloudinary's platform is designed to help businesses improve the performance, engagement, and efficiency of their visual content.

Submagic is an AI-powered video editing tool that allows users to create captivating short-form videos in seconds. It offers a range of features such as dynamic captions, trimming, B-Roll enhancements, auto-zoom, images & GIFs addition, transitions, sound effects, background music, auto description generation, and clip making. With Submagic, users can boost their video reach, engagement, and retention, making it ideal for content creators, teams, agencies, and businesses. The tool streamlines collaboration by enabling users to work together in one workspace, share videos for feedback, and accelerate content creation with AI-powered features.

Rask AI is an AI-powered video localization and dubbing tool that helps businesses and creators translate and adapt their video content for global audiences. With over 1,500,000 happy users, Rask AI offers a range of features to streamline the video localization process, including automatic transcription, translation, voice cloning, and multi-speaker support. The platform also provides access to a team of professional translators and voice actors to ensure the highest quality results.

Cyanite.ai is an AI application designed for music tagging and similarity search. It offers a comprehensive set of features to analyze and categorize music, providing users with detailed tags, descriptions, and search capabilities. The platform leverages AI algorithms to enhance music discovery and catalog management, catering to musicians, music publishers, and other industry professionals. Cyanite.ai aims to revolutionize the way music is searched, discovered, and managed by combining cutting-edge technology with user-friendly interfaces.

CobeAI is an ultimate AI toolkit that offers a comprehensive suite of AI tools for copywriting, image generation, chatbot creation, voiceovers, and more. Powered by advanced AI models like GPT-4o, StabilityAI, Dalle-E, and Google TTS, CobeAI aims to elevate brands by providing customizable AI solutions to boost online presence and productivity. With features such as AI text generator, image generator, chatbot development, voice cloning, and code generation, CobeAI caters to a wide range of users, including freelance writers, startup founders, marketers, e-commerce entrepreneurs, and content creators.

The website is an AI directory showcasing a wide range of AI tools across various categories such as art, business, chatbot, content creation, data analysis, development, education, finance, gaming, health, image generation, legal, marketing, music, productivity, real estate, security, SEO, social media, travel, video editing, website building, and writing. It provides detailed information about popular AI tools, their features, and applications. Users can explore and discover AI tools suitable for different jobs and tasks.

Music AI is an AI audio platform that offers state-of-the-art ethical AI solutions for audio and music applications. It provides a wide range of tools and modules for tasks such as stem separation, transcription, mixing, mastering, content generation, effects, utilities, classification, enhancement, style transfer, and more. The platform aims to streamline audio processing workflows, enhance creativity, improve accuracy, increase engagement, and save time for music professionals and businesses. Music AI prioritizes data security, privacy, and customization, allowing users to build custom workflows with over 50 AI modules.

RevMakeAI is an AI-powered Review Generator that helps users create reviews for various categories such as restaurants, locations, and movies. Users can support the project by upvoting, sharing feedback, and contributing. The tool is designed and developed by James Dev.

GPT Twitter Bot is an AI tool that generates bios for Twitter profiles using the GPT model. Users can input a prompt, and the tool will generate a unique bio based on the input. The tool leverages AI technology to create engaging and personalized bios for Twitter users, saving them time and effort in crafting their profiles.

AutoGPT is an AI tool designed to provide advanced natural language processing capabilities for various applications. It offers cutting-edge AI technology to transform industries and shape the future. With features like supercharged AI upgrades and social media success guides, AutoGPT is a powerful tool for businesses and individuals looking to leverage AI for their projects.

Triplo AI is an AI-powered assistant designed to enhance productivity by providing real-time assistance, content generation, translation services, and automation functionalities. It offers a suite of versatile features tailored to meet diverse needs, such as SmartPrompts, Custom SmartPrompts, and Context-Aware Translations. Users can access Triplo AI on various operating systems and devices, including Windows, Mac, Linux, Android, iOS, and Chromebook, making it a versatile tool for professionals across different industries.

ChatBA is a generative AI tool designed for creating slides effortlessly. It leverages the power of OpenAI API to generate content based on user prompts. Due to high demand, there might be account limits, but users can still explore cached examples. The tool aims to simplify the process of creating engaging and informative slides for various purposes.

Bertha AI is an advanced AI tool designed to enhance content creation and productivity for WordPress and Chrome users. It offers features such as automatic content generation, image alt text creation, customizable tone, versatile content creation, and more. With Bertha AI, users can save time, improve SEO optimization, and maintain brand consistency across platforms. The tool is user-friendly, scalable, and constantly updated to provide the freshest content ideas. Bertha AI is developed by industry experts to cater to the needs of writers, designers, and agencies, offering a seamless integration into existing workflows.

PropertyPen is an artificial intelligence-powered platform designed to help real estate professionals create professional property listings quickly and efficiently. It offers a customizable solution that generates high-quality content using advanced language models and natural language processing. PropertyPen stands out from other AI tools due to its speed, flexibility, and optimization for real estate agencies.

AI Placeholder is a free AI-Powered Fake or Dummy Data API for testing and prototyping. It utilizes OpenAI API to generate dummy content. Users can directly use the hosted version or self-host it. The application allows users to generate fake or dummy content using OpenAI's GPT-3.5-Turbo Model API. Users can specify the data they want to mock, retrieve specific data, and generate data with rules specified. The tool is useful for testing, prototyping, and generating various types of data for different purposes.

Trickle AI is an innovative AI tool that allows users to turn their ideas into powerful AI agents without the need for coding. Users can create apps using natural language, explore AI agents crafted by the community, and spark endless possibilities with a single idea. The tool enables users to build AI agents for various purposes such as startup product analysis, perplexity alternatives, pricing plan comparison, and more. Trickle AI empowers users to unleash their creativity and bring their ideas into reality through a seamless and intuitive platform.

ChatWP is an AI chatbot designed to provide direct answers to WordPress-related questions. It is trained on official WordPress documentation to offer accurate and truthful responses. Users can interact with the chatbot to get help with various WordPress queries, ensuring a seamless support experience.

Respell is an AI-powered platform that enables businesses to run their operations more efficiently by automating various workflows using advanced AI models. It offers a wide range of features such as AI automation for emails, lead management, content generation, and more. With Respell, users can leverage cutting-edge AI models from OpenAI, Anthropic, Cohere, and other providers to streamline tasks and decision-making processes. The platform ensures enterprise security with SOC II compliance and provides a user-friendly interface for creating custom AI-powered workflows without the need for coding.

Vidura is a prompt management system integrated with multiple AI systems, designed to enhance the Generative AI experience. Users can compose, organize, share, and export AI prompts easily. It offers features like categorizing and searching prompts, built-in templates, community sharing, and exporting responses to PDF & Word. Vidura aims to simplify the process of generating text and image content with AI, making it a productivity tool for Generative AI users.

GPTs2D is a multi-threaded AI writing tool that operates in a 2D visual space. It leverages the power of ChatGPT to help users enhance their creativity and generate content in a limitless environment. The tool offers a unique approach to AI phrasing and market writing, allowing users to explore new dimensions in content creation.

Followr is an AI-driven social media management platform that empowers users to streamline their social media presence. With cutting-edge AI technology, Followr offers a comprehensive suite of tools for social media planning, content creation, analytics, and more. The platform aims to enhance efficiency, automate tasks, and provide valuable insights to help users create engaging and impactful content. Followr stands out with its AI-driven solutions, automated posting features, predictive analytics, and top-notch support, making it a valuable tool for individuals and businesses looking to elevate their social media game.

Digital First AI is an innovative marketing platform that leverages artificial intelligence to provide personalized marketing tactics and strategies. The platform offers features such as 5-10X time-saving, 10X faster content generation, permanent growth recommendations, and access to a community-driven tactics library. It helps businesses of all sizes optimize their marketing efforts, boost revenue, and enhance customer engagement through AI-powered automation and generation.

Clipdrop is an AI-powered tool that allows users to create stunning visuals in seconds. It offers a wide range of features such as image edition, generative tools, real-estate portrait edition, text-to-image generation, background removal, object removal, image upscaling, and more. Users can easily transform their images, remove unwanted elements, resize for social media, and generate new visual content with just a few clicks. Clipdrop also provides an API for developers to integrate AI capabilities into their own applications.

Vidiofy.ai is an AI tool that collaborates with Laetro to create the AI Content Generation Suite for professionals. It enables users to generate videos and content efficiently through advanced AI technology. The platform aims to revolutionize content creation by providing innovative solutions for professionals seeking high-quality video and content generation.

Texti.app is an AI-powered application that ignites creativity by generating AI images using FLUX Pro. Users can create content effortlessly and efficiently with the help of AI technology. The platform offers a variety of features to enhance the user experience and streamline the creative process. Texti.app provides the latest news and tips about AI through its newsletter, keeping users informed and up-to-date on AI advancements and trends.

Jasper is an AI copilot designed for enterprise marketing teams to enhance content creation, streamline workflows, and improve marketing outcomes. It offers AI-assisted content creation, analytics, and insights, along with a central knowledge base and brand voice features. Jasper provides tools for generating better outputs faster, with a focus on security, privacy, and ethical AI practices. The platform integrates with various tools, offers browser extensions, and an API for seamless integration into existing workflows.

EnhanceDocs is an AI-powered documentation tool that helps users effortlessly find and enhance documentation across various platforms like Notion, Google Drive, Confluence, SharePoint, and OneDrive. It saves time by providing instant access to documentation through an AI-Powered Assistant. Users can interact with the tool to seek assistance, gain direct access to original documentation, and utilize analytics to improve documentation quality. EnhanceDocs offers features like natural language documentation search, AI-generated content suggestions, and testimonials from satisfied users. The tool aims to make finding information painless and enhance team productivity.

Made.Porn is an AI porn generator that creates artistic images using advanced artificial intelligence algorithms. Users can select images, delete them, and generate new ones by choosing tags. The tool requires users to be over 18 years old and offers features like image selection, generation, and account management. While the tool provides a unique service, it also emphasizes user privacy and content removal options.

What Words is a creative AI message maker that allows users to generate personalized messages for various occasions with the help of AI technology. Users can create unique messages for emails, Telegram, Whatsapp, hand-written or printed cards, and SMS. The tool is designed to help users express their emotions and sentiments effortlessly by providing tailor-made content for different occasions.

WaspGPT is an AI tool designed to assist users in the field of cryptocurrency. It provides advanced capabilities for analyzing and generating content related to crypto topics. With its intuitive interface and powerful algorithms, WaspGPT aims to streamline research and content creation processes for crypto enthusiasts, investors, and professionals. The tool leverages cutting-edge AI technology to deliver accurate and insightful results, helping users stay informed and make informed decisions in the dynamic world of cryptocurrency.

Beatsbrew is an AI-powered application that allows users to create unique audio samples, beats, and loops by entering text prompts. Users can generate a variety of sound assets, from instruments to beats, using the AI technology integrated into the platform. With Beatsbrew, music producers and sound creators can easily find inspiration and enhance their projects with high-quality sound samples. The application offers a user-friendly interface and provides a seamless experience for users to explore and experiment with different sound elements.

AnthemScore is an automatic music transcription software that uses AI technology to convert audio files like MP3 and WAV into sheet music. It offers features such as automatic note detection, easy correction of notes, time-saving tools, customization for different instruments, and advanced editing options. Users can try the software for free with a 30-second trial and purchase different editions based on their needs. AnthemScore is compatible with Windows, Mac, and Linux operating systems.

Kingshiper is a versatile multimedia tool offering a wide range of audio, photo, and video conversion and editing features. It provides tools for screen recording, video compression, screen mirroring, audio editing, vocal removal, and more. With support for over 1000+ formats, Kingshiper aims to simplify multimedia processing tasks for users. Additionally, it offers utilities for office tasks, system tools, data solutions, and image processing, catering to various user needs. The software is designed to enhance productivity and creativity by providing efficient and user-friendly tools for multimedia and office-related tasks.

SplitSong.com is an AI tool that allows users to split songs into individual instrument tracks using Artificial Intelligence. Created by @markdoppler_, this tool enables users to upload songs or extract them from YouTube videos and separate them into specific tracks such as drums, instrumental, bass, and voice. With a user-friendly interface, SplitSong.com revolutionizes the way music enthusiasts interact with and manipulate audio tracks.

Mastermallow is an AI audio mastering tool that allows users to transform their songs, podcasts, and other audio content into industry-quality tracks. Crafted by expert engineers and replicated by AI, the tool offers a streamlined mastering process that saves time and money. Users can upload their audio tracks, have them analyzed by AI, and compare the original and mastered versions before deciding to download. With affordable pricing and no subscription required, Mastermallow provides quality audio mastering for musicians, podcasters, content creators, and filmmakers.

Music Demixer is a cutting-edge AI tool that allows users to separate songs, split stems, create instrumental breakdowns, remove vocals, extract instruments, and generate karaoke tracks. It is powered by the Demucs AI model, a winner of the Sony Music and Sound Demixing Challenges. The tool operates in the browser without cloud services, ensuring 100% privacy. Users can choose various parameters like components and quality to customize their demixing experience. Music Demixer is best experienced on a laptop or desktop and offers a free tier with limited demixes per week.

LALAL.AI is a next-generation vocal remover and music source separation service that offers fast, easy, and precise stem extraction. It allows users to remove vocals, instrumental tracks, drums, bass, piano, electric guitar, acoustic guitar, and synthesizer tracks without compromising quality. The service leverages advanced AI technology to provide high-quality stem splitting based on cutting-edge algorithms. Users can also enjoy features like voice cleaning, voice changing, echo and reverb removal, and lead/back vocal splitting. LALAL.AI caters to both individual and business users, offering various pricing packages and enterprise solutions for seamless integration and cross-platform support.

tape it is an iOS app that offers an automatic denoiser for speech, music, samples, and field recordings. The app simplifies audio processing, providing a better platform for song ideas. The company is involved in active AI research to enhance its denoising capabilities. Founded by musicians and software enthusiasts, tape it is a small company with a passion for music and technology, operating from Berlin, Stockholm, London, and Los Angeles.

RadioNewsAI by Aiir is an AI News Anchor Generator designed to supercharge radio stations by helping news teams get more done faster. It generates AI News Anchors based on local news sources, weather, traffic, and more. Users can rewrite stories, automate updates, and deliver news with a trusted station voice. The application allows users to import content from local websites or create their own news stories, personalize the output, and review news stories before airing. With a variety of AI voices to choose from, users can create personalized newscast formats, schedule updates, and enhance broadcasts with radio imaging. Pricing is based on the duration of AI-generated audio, with usage-based billing available for all plans.

Voice-Swap is an AI-powered platform that enables users to transform their singing voice using AI technology. The platform offers a range of features such as voice transformation, remote collaborations, and realistic demos creation. Users can utilize AI voices of session singers in their tracks with a subscription, ensuring legal compliance and artist rights. Voice-Swap provides a user-friendly experience for creating music and exploring different vocal styles.

AssemblyAI is a leading AI tool that provides industry-leading Speech AI models for accurate speech-to-text transcription and understanding. The platform offers powerful SpeechAI models, including the Universal-1, for transforming speech into meaning. With features like speech-to-text transcription, streaming speech-to-text, and speech understanding, AssemblyAI empowers users to extract valuable insights from audio data. The tool is trusted by developers for its accuracy, reliability, and comprehensive documentation, making it a go-to choice for building world-class voice data products.

Kits AI is a studio-quality AI music tool that offers a range of features to streamline music workflows. Users can clone voices, sing like anyone, play any instrument, and access a library of 50+ AI singing voices. The application allows for voice blending, vocal isolation, AI mastering, stem splitting, and more. Kits AI empowers artists and creators by providing tools for voice modeling, passive income generation, and ethical use of AI in vocal technology.

Controlla Voice is an AI application that allows users to transform their voice into new voices or instruments, create AI singing voices, generate AI cover songs, blend unlimited voices, and convert singing or rapping recordings into their own voice. Users can create unique voices, sing in different languages, and rap faster than ever before. The application provides a vocal toolkit for sound design, producing, and songwriting, offering endless possibilities for music creation and personalization.

A.V. Mapping is an AI-powered platform for music and sound licensing, offering a one-stop solution for audio-video mapping. It provides services such as music search engine, signals matching, and problem-solving for creators in the film and music industries. The platform allows users to upload their main programs, manage their content, and explore various applications. A.V. Mapping leverages AI technology to automatically find suitable music and sound for uploaded videos, making it easier for creators to enhance their projects with high-quality audio content.

ACE Studio is an AI Vocal Workstation that allows users to generate vocals from various professional AI vocalists by typing MIDI and lyrics. It simplifies the production of lead vocals, harmonies, backing vocals, and choirs. The platform features a next-generation AI Singing Synthesis Engine that aims to deliver natural and expressive vocal performances. Users can access over 41 AI pro-singers in English, Chinese, and Japanese for music production. ACE Studio offers tools for editing and controlling vocal emotions, converting dry vocals into MIDI clips, blending voices, and customizing AI voice models.

Voicemy.ai is an AI application that allows users to create AI voices and songs. Users can clone voices of famous personalities, compose melodies, and convert text into spoken words using chosen voice models. The platform aims to inspire creativity and enable users to share their passion with the world.

Splitter.ai is an AI-driven audio processing platform developed by a Swedish research company. It offers advanced audio processing technologies, including stem separation/extraction, reverb removal, and direct YouTube splitting. The platform is designed to assist music producers, DJs, artists, forensics engineers, audio engineers, karaoke enthusiasts, police, scientists, and more in enhancing their audio processing tasks. Splitter.ai aims to provide high-quality services through AI-driven solutions to meet the diverse needs of its users.

Music AI is an AI audio platform that offers state-of-the-art ethical AI solutions for audio and music applications. It provides a wide range of tools and modules for tasks such as stem separation, transcription, mixing, mastering, content generation, effects, utilities, classification, enhancement, style transfer, and more. The platform aims to streamline audio processing workflows, enhance creativity, improve accuracy, increase engagement, and save time for music professionals and businesses. Music AI prioritizes data security, privacy, and customization, allowing users to build custom workflows with over 50 AI modules.

Fadr is an AI music maker application that enhances creativity by providing tools for creating music using AI technology. Users can pick from a variety of tools like SynthGPT to create playable instruments with text, Remix to make remixes with Fadr AI, and Stems to extract vocals and instrument types. Fadr aims to amplify musical creativity by developing web apps and plugins that help users in making art and exploring new sounds.

Output is the ultimate creative software for music makers, offering a range of tools and plugins to supercharge music production. With Output Arcade as the flagship product, musicians can access a powerful sampler and instrument plugin, along with FX plugins and Kontakt Instruments to transform their sound. The platform also introduces AI capabilities through features like Pack Generator, providing cutting-edge software for musicians to enhance their creativity and production workflow. Output aims to simplify the music-making process and empower artists to focus on their craft.

Stability AI is an AI application that offers a suite of models for various modalities such as image, video, audio, 3D, and language. It provides cutting-edge generative AI technology with a focus on stability and quality. Users can access advanced AI models for tasks like text-to-image generation, video modeling, audio generation, and more. The application also offers licensing options for commercial use and self-hosting benefits.

Tracksy is a generative AI assistant that empowers creators to effortlessly craft unique music, regardless of their musical background. With Tracksy, users can unleash their creativity by generating music using text, genre, or mood as their inspiration. The platform offers a user-friendly interface, making it accessible to both experienced musicians and those new to music creation. Tracksy's mission is to empower creators by providing them with the tools they need to bring their musical ideas to life.

VOCALOID is a singing synthesizer software that allows users to create and edit vocal melodies and lyrics. It is used by musicians, producers, and songwriters to create a wide range of musical genres, from pop and rock to electronic and experimental music. VOCALOID is known for its realistic and expressive vocal synthesis, which is achieved through a combination of advanced sampling and modeling techniques.

TuneFlow is an intelligent music-making platform powered by AI. It provides users with a wide range of tools and features to create, edit, and share their music. TuneFlow is designed to be easy to use, even for beginners, and it offers a variety of features that make it a powerful tool for professional musicians as well.