Multiband Interpolation Engine

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

AI Video Enhancement enlarges and improves video/images with no quality loss, scaling to 2K/4K/8K, noise‑reducing, colorizing black‑and‑white, interpolating up to 240fps for smooth slow‑motion. Supports MP4, MOV, MKV, AVI, JPG, PNG, BMP, GIF, WEBP; batch ZIP; desktop for Mac/Windows.

eMastered uses AI to quickly master MP3, AIFF, or WAV files with EQ, compression, saturation, and stereo width. It offers reference matching, manual tweaks, preset saving, stem separation, and integrated distribution and royalty tracking.

Magenta Studio is an Ableton Live plugin that uses machine‑learning models to transform MIDI clips. It offers five functions—Continue, Groove, Generate, Drumify, and Interpolate—to extend melodies, emulate human drum timing, create drum accompaniments, and blend clips.

Offline Agent by Jamahook indexes your local audio library, then the plugin retrieves pitch‑shifted, harmonically compatible, rhythm‑matched loops directly from that library. Filters refine results by instrument, mood, or genre, all processed locally with no external data transfer.

AMPED Studio is a browser‑based digital audio workstation that provides AI‑driven melody, chord, and drum generation across genres, a virtual instrument library, VST 3 plugin support, collaborative project sharing, stem export, comprehensive editing tools, an AI voice changer, and visual MIDI editin

Output supplies a low‑CPU, DAW‑integrated suite of audio plugins and virtual instruments. It delivers rapid sample access, dynamic FX, custom sample creation, and automated workflows for efficient mixing and mastering, plus seamless integration.

bridge.audio is a collaborative workspace for music professionals that streamlines audio storage, sharing, and management. It features an AI music analyzer, auto-tagging technology, and a sync hub, enhancing organization and community engagement within the industry.

MusicLM is an AI tool that generates high-fidelity music text based on prompts and datasets using a hierarchical sequence-to-sequence model. It provides a dataset of 5.5k music-text pairs with rich text descriptions.

MicroMusic Replicate converts user‑uploaded audio samples into Vital and Serum presets. Its AI models target bass, lead, and drums, while built‑in stem‑splitting isolates components for precise preset creation, cutting tuning time from hours to seconds.

MIDIGEN is a free, no‑sign‑up tool that algorithmically generates royalty‑free MIDI melodies and chord progressions. Users can adjust tempo, key, and complexity, export editable files for DAWs, and use the music commercially.

NotePerformer 5 provides realistic orchestral playback for Sibelius, Dorico, and Finale with 400+ instruments, intelligent phrasing, section‑building, live MIDI input, organ plug‑ins, and low latency (≈1 s), including random intonation, vibrato control, and dynamic shaping.

The Google-research/frame-interpol is a public API tool that allows users to run models to interpolate frames in large scenes of motion with state-of-the-art results, and is typically completed within 36 seconds using NVIDIA T4 GPU hardware.

ImageBind is a multimodal AI model that simultaneously processes images, video, audio, text, depth, thermal, and IMU data, learning a unified embedding space for seamless cross‑modal integration. It enables zero‑shot recognition, cross‑modal search, arithmetic, and generation tasks.

AI Band is a music creation platform that enables users to form virtual groups, customize tracks, and collaborate on AI-generated music. Featuring a vast library for inspiration, it caters to musicians seeking to enhance their creativity.

Inception Labs' diffusion-based large language models (dLLMs) offer faster, more efficient, and cost-effective text generation than traditional autoregressive models. With built-in error correction, multimodal support, and structured output control, they excel in function calling and complex data ge

SoundBoost.ai offers rapid, prompt-driven online mastering with genre-aware AI profiles, stem splitting, LUFS/loudness analysis, true-peak limiting, analog-modeled saturation, A/B comparison and metadata editing, accepting major formats and returning masters under a minute.

BeMusic AI is an AI music generator that creates royalty-free songs and instrumental tracks from text prompts across 50+ genres. It offers tools for fine-tuning, remixing, and exporting tracks for use in content creation, marketing, and media projects.

The Infinite Drum Machine is a web‑based beat‑making tool that transforms everyday sounds into a full drum kit. Users drag, drop, and layer over 2,000 samples for real‑time playback on desktop or mobile.

BeatMusic is an AI music generator that creates original songs and instrumentals from text or images, covering 50+ genres. It provides a full production suite for customization, collaboration, and royalty-free export of tracks and stems for content creation.

Polymath is a machine learning-based tool that converts any music library into a music production sample-library.

Infinity is an AI‑native database offering hybrid search across dense/sparse embeddings, tensors, and full‑text with optional RRF, weighted‑sum, or ColBERT reranking. It delivers 0.1 ms latency, 15 k qps, supports strings, numerics, and vectors for LLM developers, data scientists, and AI engineers.

AnyMusic converts text or lyrics into up to five-minute songs with multi‑voice vocals, layered instrument arrangements (including niche/ethnic instruments), distinct song sections, tempo/style/mood controls, and stems/vocal removal for editing and demos.

AIMusixer is an AI music generator that creates full songs with vocals and instrumentals, offering genre mixing and lyric creation. It provides stem separation for professional mixing and customizable outputs like MP3/MP4 for creators and producers.

Z-Image.net is a fully open-source AI image generation and editing suite built on a ~6B-parameter single‑stream diffusion transformer (s3‑dit), delivering low‑latency text‑to‑image synthesis and natural‑language‑driven image‑to‑image editing. Variants include z-image-turbo (distilled, 8 NFEs for lo