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awesome-machine-learning-art is a curated list of awesome projects, works, people, articles, and resources specifically for creating art, including music, with machine learning. This open-source repository serves as a valuable knowledge hub for artists, developers, and researchers exploring the intersection of AI and creativity. It features sections on influential people to follow in the field, various visual and music-related AI projects, insightful articles and talks, and essential learning resources for beginners to advanced users. Additionally, it lists relevant libraries like TensorFlow.js and ml5.js, making it a comprehensive guide for anyone looking to delve into machine learning art.

VideoVoice, led by experienced speaker and sound engineer Zafer Günpinar, provides professional voiceover services for a wide range of media productions. With over 25 years in audio, video, and speech production, Zafer delivers high-quality voice recordings in both German and English directly from his professional sound studio. The service is perfect for projects such as image films, e-learning courses, telephone announcements (IVR), radio or TV spots, claims, and slogans. Clients can even participate remotely during recordings. All audio is delivered pre-edited and optimized for specific project needs, ensuring a seamless workflow for content creators.

UdioAI was an AI music generator designed to create studio-quality songs from text prompts, making music creation accessible and efficient. It previously offered features like multilanguage vocals and music editing, allowing users to instantly generate music. However, UdioAI has been identified as an imitator of Udio and has since been taken down. Subscriptions purchased on udioai.ai are not valid on the official Udio platform and should be cancelled. Users are directed to udio.com for the legitimate Udio website.

Inpodcast AI is a comprehensive AI podcast studio designed to simplify podcast creation for everyone, regardless of technical skill. It allows users to effortlessly convert various written content, including documents, scripts, and plain text, into high-quality audio podcasts. Key features include an advanced document-to-podcast AI engine that intelligently structures uploaded files like PDFs or Word documents, and a script-to-podcast feature offering granular control over tone, pauses, and emphasis. The platform also boasts voice cloning technology, enabling users to create a digital twin of their voice in 13 languages from a short audio sample, and a natural text-to-speech engine supporting over 70 languages with hundreds of unique voices. Inpodcast AI is ideal for educators, businesses, and content creators looking to produce audio content at scale.

whisper.cpp is a high-performance, open-source C/C++ port of OpenAI's Whisper automatic speech recognition (ASR) model. Designed for efficiency, it boasts a plain C/C++ implementation with minimal dependencies, making it highly portable. The tool is optimized for various architectures, including Apple Silicon (with ARM NEON, Accelerate framework, Metal, and Core ML support), x86 (AVX intrinsics), and POWER (VSX intrinsics). It supports mixed F16/F32 precision, integer quantization, and zero memory allocations at runtime. Efficient GPU support is available for NVIDIA, Vulkan, OpenVINO, Ascend NPU, and Moore Threads GPUs. It also includes Voice Activity Detection (VAD) and a C-style API, allowing for easy integration into different applications and platforms like Mac OS, iOS, Android, Java, Linux, WebAssembly, Windows, and Raspberry Pi.

sherpa-ncnn offers real-time speech recognition and voice activity detection, operating entirely offline without requiring an internet connection. Built with next-gen Kaldi and ncnn, this tool provides robust performance across a wide array of platforms, including iOS, Android, Linux, macOS, and Windows. Developers can integrate sherpa-ncnn into their projects using multiple programming languages such as C++, C, Python, and JavaScript. Its offline capability makes it ideal for applications requiring privacy, low latency, or operation in environments with limited connectivity, ensuring efficient and reliable audio processing.

AI Drum Generator is an AI-powered tool designed to help musicians and producers create custom drum patterns quickly and efficiently. Users can easily modify key settings such as Beats Per Minute (BPM) and the creativity level of the drum pattern, allowing for a high degree of customization. This tool aims to supercharge tracks with unique, AI-generated drum rhythms, providing an accessible way to experiment with different patterns without extensive manual programming. It's ideal for those looking to enhance their music production workflow and add innovative percussive elements to their compositions.

Panels specializes in providing high-quality audio datasets for training and evaluating speech and audio models. The platform works closely with frontier voice labs and early-stage startups to curate data that matches specific team needs. Key offerings include proprietary, large-scale multilingual datasets with speaker-separated audio across diverse topic domains, single speaker scripted audio covering various recording environments, and multilingual datasets for evaluating human-agent turn-taking models. Panels also offers a custom data design service, allowing users to specify their unique data requirements. The process involves in-depth research to define use cases and data requirements, in-house collection with rigorous QA and transcription, and iterative expansion to grow coverage and performance over time.

wav2letter is an open-source automatic speech recognition (ASR) toolkit developed by Facebook AI Research. It is specifically designed for AI researchers and speech recognition developers, offering a flexible framework for building and experimenting with ASR models. The toolkit has been consolidated into Flashlight in the ASR application, indicating its integration into a broader machine learning library. While the provided website content is a GitHub pricing page, the context from the tool's description suggests its primary function is to provide foundational tools for advanced speech recognition development, rather than being a consumer-facing application. Users can leverage wav2letter for tasks such as training custom speech models and conducting research in the field of automatic speech recognition.

AIVA is an AI music generation assistant designed to help users create new songs rapidly, offering over 250 different styles. It caters to both beginners and seasoned music professionals, leveraging generative AI for music composition. Key features include the ability to create custom style models, upload audio or MIDI influences, and edit generated tracks. Users can download their compositions in various file formats, supporting diverse workflows. AIVA also addresses licensing concerns, offering a Pro Plan that grants full copyright ownership for unrestricted monetization, making it suitable for content creators and professionals looking to monetize their music without hassle.

AISpeech Co., Ltd. is a professional large model human-computer dialogue platform enterprise, leveraging self-developed full-link intelligent speech technology, the DFM language computing large model, and AI voice chips. They provide integrated software and hardware AI technology and product services for smart cars, smart homes, consumer electronics, and smart office sectors. Their offerings include a full-link intelligent dialogue system customization development platform (DUI), a cross-modal industry language computing large model (AISPEECH DFM), and various AI hardware products like AI office notebooks, high-end ceiling microphones, and AI modules. The platform supports dozens of languages, including Chinese, English, Japanese, Korean, Russian, French, Spanish, and Portuguese.

voice-elements is a Web Component wrapper for the Web Speech API, designed to facilitate both voice recognition (speech to text) and speech synthesis (text to speech) within web applications. Built with Polymer, it offers a simple DOM API for developers to integrate these functionalities. Key features include a `<voice-player>` component for text-to-speech with options for autoplay, accent, and customizable text, along with methods to speak, cancel, pause, and resume audio. The `<voice-recognition>` component provides speech-to-text capabilities, allowing continuous recognition and returning the recognized text. It also includes methods to start, stop, and abort recognition. The tool provides event triggers for various stages of speech synthesis and recognition, such as `onstart`, `onend`, `onerror`, `onpause`, `onresume`, and `onresult`. While offering powerful features, users should note the current limitations in browser support for the Web Speech API.

Adori.ai is a premium domain name currently listed for sale at $14,999. The name itself is a portmanteau of "Adore" and "AI," designed to evoke feelings of admiration and cutting-edge artificial intelligence, symbolizing an innovative and forward-thinking company. The domain is verified for seller ownership and is ready for transfer, with secure transactions handled by Atom.com. Atom ensures payment protection until the domain is successfully delivered, guaranteeing the transfer process. Buyers can choose to pay in full via credit card, crypto, or wire transfer, or opt for installment payments over 12 months with a down payment. This domain is presented as a suitable fit for various businesses, including event and conference businesses, bot and AI brands, professional services companies, e-commerce or retail brands, and tech startups.

FastSpeech2 offers a PyTorch implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech" system. Building upon an existing FastSpeech implementation, this project facilitates research and development in speech synthesis. Key features include support for multi-speaker English and Mandarin text-to-speech, with models trained on datasets like LJSpeech, AISHELL-3, and LibriTTS. Users can control pitch, volume, and speaking rate of synthesized utterances. The implementation also integrates vocoders like MelGAN and HiFi-GAN, and provides scripts for preprocessing, training, and inference, making it a comprehensive solution for advanced TTS applications.

1703.co is an AI-powered video creation platform designed to streamline the production of YouTube videos. It enables users to quickly generate professional-quality content, making it particularly suitable for individuals running faceless YouTube channels, small to medium-sized businesses, and educators. The platform boasts a track record of over 2,000 videos created and more than 17 million views generated, highlighting its effectiveness in content creation and audience engagement. With 1703.co, users can transform ideas into polished videos efficiently, simplifying the entire video production workflow.

Playlistable is an AI-powered Spotify playlist generator designed to create personalized music experiences quickly and efficiently. It allows users to generate playlists based on their mood, favorite artists, or specific songs, analyzing millions of tracks to find perfect matches. The tool integrates directly with Spotify, ensuring that generated playlists appear instantly in the user's account without any manual transfer. Playlistable aims to save users hours of manual curation by leveraging AI to understand listening history and preferences, helping to discover new artists and genres. It offers various subscription plans, including weekly, monthly, and yearly options, all providing unlimited AI-powered playlists and instant Spotify integration.

Audio Visualizer - One-minute creation by AI Coding Autonomous Agent is an AI-powered tool that allows users to quickly generate visual representations of their audio files. Users can upload an audio file and choose from various visualization styles, including bars, waves, or circles. The tool also provides options to customize the visualization further by adding a center image and a background. It offers playback controls, allowing users to play, pause, and switch between different visual styles. This tool is designed for quick and easy creation of audio visualizations, making it accessible for users without extensive technical knowledge.

QuizTok is an AI-powered platform designed to help content creators quickly generate engaging educational quiz videos for platforms like TikTok and YouTube Shorts. Users can create quizzes in minutes, leveraging AI to generate questions, voice-overs powered by ElevenLabs, and curated background videos. The tool offers easy customization with themes and difficulty levels, ensuring content matches brand and audience needs. QuizTok streamlines the sharing process across social media, enhancing interactive elements and saving creators time. It also provides monetization opportunities through engaging quizzes that keep audiences returning for more, making it ideal for building a following and increasing engagement.

SAM Audio leverages Meta's Segment Anything Audio Model to provide advanced AI-powered audio separation. It allows users to isolate vocals, instruments, speech, and sound effects from complex audio mixtures through intuitive text, visual, or time-based prompts. This tool is designed to revolutionize audio editing across various fields, including music production, podcasting, film post-production, and accessibility. It offers professional-grade stem separation, background noise removal, dialogue enhancement, and sound effect extraction, all while preserving original sample rates. SAM Audio aims to make professional audio editing more accessible and efficient for a wide range of users.

Whisper JAX is an open-source project providing an optimized JAX implementation of OpenAI's Whisper model, significantly accelerating audio transcription and speech recognition tasks. It boasts up to a 70x speed-up on TPUs compared to OpenAI's PyTorch code, making it the fastest Whisper implementation available. Compatible with CPU, GPU, and TPU, Whisper JAX is built on the Hugging Face Transformers Whisper implementation. It offers features like half-precision computation for faster processing, batching for parallel transcription of audio segments, and support for speech translation. Users can also enable timestamp prediction for detailed output. The tool supports all Whisper models on the Hugging Face Hub with Flax weights and allows for conversion of PyTorch weights to Flax.

Anime-Llasa-3B-Captions-Demo is an AI tool designed to convert written text into audio. Users can enhance the generated speech by providing metadata such as emotion, profile, and mood, allowing for more nuanced and expressive audio output. A key feature is the ability to use reference audio, which influences the characteristics of the generated speech, making it highly customizable. This tool is available as a Hugging Face Space, making it accessible for demonstrations and use. While the specific applications are not detailed, its capabilities suggest utility in content creation, voiceovers, and potentially accessibility features.

Suno AI Download is a free online downloader designed to quickly and easily save music and songs generated by Suno AI. Users can download their favorite tracks in either MP3 for audio-only playback or MP4 for video content with visual effects. The tool ensures that the original audio quality is maintained, with no compression or quality loss. It offers a simple and user-friendly interface, requiring only a shareable link from Suno.ai to initiate the download process. There are no subscriptions, hidden fees, or account registrations needed, making it a convenient solution for accessing Suno AI music offline.

Omi AI is an innovative note-taking application designed to act as a 'second brain,' capturing both screen activity and conversations to generate tasks, reminders, and actionable advice. It offers voice-to-notes transcription, allowing users to easily convert spoken words into organized text. The platform integrates search and AI chat functionalities, enhancing productivity and organization for both professional and personal use. Omi AI is available across multiple platforms, including desktop, mobile, and web, and emphasizes data ownership by being open source and running on the user's device. It aims to seamlessly integrate with existing devices, eliminating the need for new hardware purchases.

ELSA Speak is an AI-powered language learning tool designed to significantly improve English speaking skills for individuals, businesses, and schools. It utilizes advanced speech recognition technology to provide instant, personalized feedback on pronunciation, fluency, and intonation. The platform offers a highly customized learning experience, adapting lessons and learning paths based on the user's level, goals, preferred accent, and industry focus. Key features include an AI Role-play function for realistic conversations across various scenarios, a Bilingual AI Tutor for beginners, and comprehensive progress tracking. ELSA Speak also provides specialized coaches for workplace communication, job interviews, dating, meetings, and presentations, making it ideal for professionals, job seekers, students, and everyday speakers aiming for clear and confident English communication.