Acoustic Modelling

devAIce® extracts over 7,000 acoustic parameters via its SDK, Web API, and Unity/Unreal plug‑ins, delivering real‑time voice‑expression analytics for XR, automotive, robotics, and healthcare. It supports stress and health biomarker detection, emotion‑aware interfaces, and GDPR‑compliant data handlin

Voicemod provides real‑time voice modulation on Windows and macOS with a virtual microphone, 200+ AI‑generated voices, soundboard, instant 30‑second replay, low‑latency keybinds, Voicelab editing, on‑device AI, and hardware integration for streaming.

Karaoke Maker uses browser-based AI vocal isolation to turn MP3, WAV, FLAC, or M4A tracks into downloadable instrumentals. Adjust vocal bleed and transpose pitch via sliders for practice, covers, performances, or video soundtracks.

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.

MusicAI generates high‑quality cover tracks across pop, rock, hip‑hop, country, jazz, and more, using 3,000+ voice models. Features vocal isolation, text‑to‑song, AI composition, and audio enhancement for creators on Windows.

Emvoic is an AI-powered vocal synthesizer tool that allows users to input text and have it sung in a natural-sounding voice.

Audiobox is an innovative AI tool enabling users to generate custom voices and sound effects from voice inputs and text prompts. Its specialist models and interactive demos make it effortless to craft original audio content for various purposes.

Kits AI offers studio‑quality audio tools for musicians and voice artists, including AI voice cloning, vocal isolation, stem splitting, and an instrument library. Accessible via web or API, it supports rapid iteration and collaborative remote demos.

Audio AI Dynamics is an online platform offering tools for music analysis, audio trimming, voice recording, and rhythm practice. It provides real-time insights into songs, enabling efficient editing and accurate timing for musicians and producers.

Altered Studio provides real‑time voice morphing for calls and high‑quality post‑production editing, supporting low‑latency voice skins, accent translation, dysphonia restoration, and GPU‑accelerated workflows for precise editing and voice cloning.

Revocalize AI is a tool that enables easy manipulation of vocal recordings with AI technology through features such as voice beautification, synthesizing, modulation, and an extensive catalog of voices from various regions.

Soundful employs AI and professional production to produce studio‑quality, royalty‑free tracks in seconds. Users select a genre and template to craft unique music, enabling consistent sonic branding for apps, marketing, and creative projects.

Audimee is an AI‑driven audio platform that transforms vocal recordings into studio‑quality covers or new takes. It offers pre‑trained voice personas, custom model training, vocal isolation, stem splitting, and seamless DAW integration for streamlined production.

Archsynth transforms 2‑D sketches into detailed 3‑D models and high‑resolution renders instantly, supporting image‑to‑CAD, mood‑board, texture, and virtual staging creation. It offers AI inpainting, background removal, and upscaling, and exports to SketchUp, Rhino, Revit, and 3ds Max.

AI Singing converts lyrics into sung vocals and full arrangements, combining singing synthesis, melody/harmony generation, and instrumentation. It offers selectable voice styles, pitch/expression control, tempo/mood settings, multilingual support, real-time rendering, and downloadable stems.

Voicemod AI Text Song Generator is a browser-based tool that allows users to easily create free music online by generating songs based on text input.

Evoke Music is an AI-powered songwriting assistant that generates MIDI files and allows musicians to discover new chord progressions for their songs. It's free for 14 days, with a premium version available for $9.99/month.

Vocs AI turns clean acapella recordings into full vocal performances by AI singers or rappers. Upload WAV/MP3, choose an artist, adjust pitch, tone, emotion, and download high‑quality tracks with royalty‑free loops for commercial use.

Neural Frames turns songs into audio‑reactive videos with a two‑click autopilot or frame‑by‑frame editor, offers text‑to‑video tools, stem‑based modulation, custom model training, and free 4K upscaling for professional media.

Moises App is a cross‑platform music production suite that separates stems in real time, creates expressive AI‑generated vocal parts, and offers track‑ready backing tracks plus studio‑quality video recording for remote collaboration.

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.

Suno is an AI music generator that enables users to create, remix, and share high-quality songs. It supports audio uploads, lyric rewrites, and provides commercial rights, making it ideal for musicians and content creators.

Splitter.ai automatically separates audio into 5‑stem (vocals, drums, bass, piano, other) or 2‑stem (vocal, instrumental) tracks, removes reverb, and processes YouTube and cloud uploads. It offers an API for developers and supports producers, DJs, forensic, and karaoke use.

Endel generates real‑time, adaptive soundscapes based on time, weather, heart rate, and location to support focus, relaxation, sleep, and activity. Available on mobile, watch, desktop, and smart TV, it uses neuroscience‑backed generative audio to personalize continuous tracks.

LALAL.AI isolates vocals, drums, bass, piano, guitar, synth, and other stems from audio files. It provides vocal removal, noise suppression, echo removal, lead/back splits, voice change, cloning, batch processing, API, and VST integration for producers and engineers.

Resemble AI is a generative‑AI platform that delivers real‑time text‑to‑speech, speech‑to‑speech, and voice‑design in 60+ languages. It embeds invisible watermarks, provides multimodal deep‑fake detection across 160 models, and offers on‑prem or cloud APIs for developers and enterprises.

GetSound.ai creates real‑time, weather‑responsive audio environments that boost focus and relaxation. It adjusts to location, weather, light, and wind, offers custom timers, and provides unlimited ad‑free soundscape refreshes on macOS, Windows, and Linux.

Voicemaker is a cloud‑based text‑to‑speech platform offering 1,500+ AI voices in 130+ languages. It lets users adjust pitch, speed, pauses, add effects, clone voices with a minute of audio, and export to MP3, WAV, OGG, AAC, or OPUS.

Tad AI lets users generate original music by inputting song titles, lyrics or prompts. It suggests genre, instruments, BPM and mood, then creates verses, choruses and bridges. Users can tweak music weights and vocal options for customized tracks.

Audiopod AI is a platform for voice and audio processing, offering speaker separation, AI dubbing, high-quality stem separation, and noise reduction, making it suitable for content creators, podcasters, and educators to enhance audio quality.

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.

Echo Clone AI lets users clone voices from 30‑second samples, choose from 80+ celebrity voices, and tweak pitch, timbre, and speed. Real‑time transformation supports narration, dubbing, game voices, and is available on iOS and Android.

AI Tutor consolidates 200+ models into a single interface, enabling instant switching across text, image, audio, and video. It offers coding support, document analysis, app building, research tools, chatbot creation, and Beam for side‑by‑side model comparison.

Concert Creator converts audio recordings into hyper‑realistic video performances with customizable avatars, camera angles, lighting, and fingering. It offers on‑screen sheet music, playback control, loops, MIDI I/O, and a built‑in song library for music lessons.

Voice‑Swap trains custom singing‑voice models and provides a VST plugin and API for any digital audio workstation. It enables stem‑swap, remote collaboration, watermarking, and safe‑content screening, allowing studio‑free demo creation and community sharing.

Voqul lets users record or upload audio, apply over 150 voice models, and generate AI‑composed tracks that emulate diverse artist styles. It supports YouTube downloads, offers voice analysis, and provides API integration for external projects.

Music AI offers AI‑driven stem separation, voice swapping, and instrumental tracks, along with lyric transcription and metadata extraction. AI mixing/mastering sharpens clarity, while the SDK supports volume control for production workflows across web, desktop, VST, iOS, and Android.

AI Music Generator allows users to compose original songs in various genres, offering customizable parameters, advanced lyrics processing, and voice control. It accommodates all skill levels and includes features like vocal removal and cover song generation.

Siml.ai is a web-based platform for AI-driven physics simulations, enabling engineers and researchers to create, optimize, and visualize models in real time, significantly reducing computation times while managing cloud HPC infrastructure efficiently.

MMAudio is an AI video audio synthesis tool that generates synchronized, studio-quality soundscapes for silent videos. It allows customization of sound levels and effects, enhancing the storytelling experience in film, game development, and educational content.

Vocaloid 6 is AI‑driven vocal synthesis that lets users input melody and lyrics to generate realistic singing tracks in multiple languages. It supports extensive voicebanks, mobile editing, advanced vocal nuances, harmony options, and seamless DAW integration via VST3/AU plugins.

ElevenCreative is an AI tool that generates ultra-realistic speech, videos, music, and sound effects, offering text-to-speech, voice cloning, and a library of pre-recorded voices for creating personalized content for various applications.

Xound.io is an AI‑powered audio enhancement tool that automatically corrects pitch, removes background noise, applies studio‑grade EQ, and levels volume for clear, consistent sound. It supports local processing and voice cloning across formats.

CloneMyVoice.io lets creators upload a 1‑2 minute audio sample in any language to generate a voice model in about an hour. The model matches the speaker’s tone and accents for podcasts, audiobooks, and presentations, and deletes data after 14 days.

Synthesizer V Studio 2 Pro lets users compose vocal tracks by entering notes and lyrics into a piano‑roll interface, with detailed pitch, timing, phoneme, and expressive controls across multiple languages, outputting rendered audio directly.

Resemble AI delivers real‑time voice conversion and cloning from brief samples, supports 149+ languages, lets users edit audio via text, and includes deep‑fake detection, watermarking, and API integration for secure, ethical use.

Supertone offers real‑time text‑to‑speech, voice‑changing, and audio‑processing tools, including over 100 preset voices, noise‑reduction plugins, and an ADR‑matching feature. Its API/SDK support lets developers embed expressive speech in media workflows.

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.

MyArchitectAI is an AI rendering software for architects and interior designers that creates photorealistic 4K renders in seconds. It supports various 3D model formats and offers features like style transfer and one-click image enhancement.