Acoustic Feature Extraction

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

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.

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.

AI Voice Detector identifies AI‑generated speech with up to 99 % accuracy. It analyzes MP3, WAV, OGG, M4A, MP4, MOV files up to 10 min by segmenting audio, applying voice‑activity detection, and deep‑learning scoring. Supports multiple languages, Chrome extension, desktop app, API.

VocalRemover separates vocals from music in audio or video files up to 10 GB, supporting .wav, .mp3, .flac, .ogg, .opus, .mp4, .mkv, .avi, and .mov. Outputs include karaoke, vocals‑only, and individual instruments, with quick batch processing and temporary storage.

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.

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.

AudioStrip is an online AI service that isolates vocals from music and removes background noise, producing clean stems in WAV, FLAC or MP3. It supports single or batch uploads up to 50 MB, ideal for musicians, producers, podcasters and audio engineers.

AI Music Sampler separates vocals, drums, bass, and other instruments from a single track with up to 99% accuracy. It supports MP3, WAV, AIFF, FLAC and outputs lossless WAV stems. Ideal for remixing, podcasting, and music education.

Devoice is an online tool that utilizes AI to effectively separate vocals from music tracks.

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.

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.

Stems | ST‑02 uses Facebook’s Demucs library to separate vocals, drums, bass, and other elements into individual WAV files for analysis, remixing, or education. Minimal setup yields high‑quality audio, ideal for producers, DJs, and learners.

Accent Guesser uses deep‑learning to analyze voice samples in 30 seconds, identifying accents across 50+ languages and English dialects. It offers privacy‑first recording and sharing, aiding learners, educators, linguists, and communicators improve pronunciation and audience adaptation.

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.

VocalRemover is a web‑based AI tool that isolates vocals and accompaniment from audio files. It supports MP3, WAV, FLAC, MP4, MKV, and YouTube/TikTok links, and outputs stems in WAV, MP3, or FLAC for karaoke, remixing, or podcast editing.

Voice Isolator is a state-of-the-art online AI tool that accurately isolates vocals and removes background noise from uploaded video files. Designed for creators, music producers, and DJs, it enhances audio quality effortlessly, providing professional-grade results for various projects.

SimpleClean is a browser-based AI noise reducer that removes wind, traffic, hums, clicks, and background chatter from audio and video (MP3, WAV, MP4, MOV, etc.), preserving natural speech, supporting bulk uploads, cloud processing, and multiple output formats.

Voicss is an AI vocal remover and karaoke track creator that allows users to separate vocals from instrumentals in various audio formats, enabling easy music editing, remixing, and sampling without requiring technical skills or expensive software.

SAM Audio uses Meta’s Segment Anything Audio Model to isolate vocals, instruments, speech and effects from mixes via multimodal prompts (text, visual, time-span). It produces target and residual stems at original sample rates for production, post, and research.

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.

Browser-based Online Audio Converter converts 300+ audio/video formats to MP3, WAV, M4A, FLAC, OGG, etc., extracts audio from video, offers bitrate/sample rate/channel controls, fade/reverse/voice removal, batch conversion, metadata editing, and cloud export.

Fadr is an AI music platform that extracts vocals, drums, bass, and melodies from a track, exporting them as audio or MIDI for remixing, key and tempo changes, and mashups. SynthGPT and DrumGPT generate instruments from text, delivering MP3 and WAV outputs.

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.

Agentic Document Extraction pulls structured data from PDFs, images, spreadsheets using vision‑first parsing, preserving layout and delivering bounding‑box citations. Modular REST APIs and Python/TypeScript SDKs support on‑prem or cloud deployment for regulated sectors needing traceable, accurate ex

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.

Drumless uses AI to separate drum tracks from MP3 or WAV files up to 40 MB. Users drag and drop tracks, preview the first minute, and receive a drum‑free stem for practice, lessons, or live performance, stored in the cloud.

Cleanvoice AI automates podcast post‑production by removing background noise, filler words, pauses, mouth sounds, and breath artifacts in 20+ languages. It offers transcription, summaries, show notes, chapter markers, multi‑track editing, a drag‑and‑drop interface, and an API for batch processing.

SOUNDRAW generates royalty‑free, studio‑ready music using AI from a proprietary catalog. Users blend genres, edit tracks in‑browser, export high‑quality WAV or stems, and receive a perpetual worldwide commercial license for monetization on streaming platforms.

Audo Studio is an AI audio tool that offers one-click audio cleaning features for podcasts, YouTube videos, and other audio content. It removes background noise, enhances speech, and uses advanced processing to clean audio in seconds.

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.

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.

Extracta.ai is an advanced data extraction solution for unstructured documents, achieving up to 99% accuracy without prior training using a three-step process: OCR technology, Large Language Model, and Data Validation. Primarily designed for developers, it offers API integration and a user-friendly

SplitSong.com uses AI to separate uploaded MP3, WAV, or YouTube audio into individual stems—drums, bass, guitars, keys, vocals—ready for download, remixing, karaoke, or instrument study, all without any installation.

AVbeam lets users drag‑and‑drop multiple source and target audio files (MP3, WAV, OGG, FLAC) to detect partial matches. It tolerates noise, filtering, amplification, and displays aligned segments with timestamps, similarity %, and playback.

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.

Kardome’s spatial hearing and cognition AI lets devices locate and identify multiple speakers, delivering low‑latency, context‑aware voice interaction for automotive and smart‑home use. It supports edge processing for instant, accurate intent recognition.

AudioShake lets artists upload MP3, WAV, FLAC, AIFF, M4A, or MP4 files and automatically separates them into individual stems—vocals, bass, drums, etc.—for remixing, sampling, or re‑mixing, streamlining post‑production workflows.

SONOTELLER.AI analyzes music files, summarizing lyrics and musical features—genre, mood, instruments, BPM, key, highlight section, language, and explicit content. Its API supports bulk metadata tagging and DDEX‑compliant enrichment for labels, publishers, and streaming services.

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.

AirMusic.ai is an AI music production suite that generates and customizes original tracks, extends compositions, and creates AI covers with vocal cloning. It also provides stem separation, commercial-use licensing, and export-ready music for content creators and social platforms.

Insight7 uses AI to convert recorded calls into actionable insights, providing automated analytics, quality scoring, real‑time queue metrics, customer journey mapping, revenue signals, AI coaching, and secure compliance, cutting manual analysis from days to minutes.

MakeBestMusic generates up to 8‑minute royalty‑free tracks from text or lyrics, supporting instrumental and vocal styles, voice cloning, remixing, and stem separation. It exports MP3/WAV, offers watermark protection, and integrates with social platforms for creators.

The Free Background Noise Removal Tool utilizes AI algorithms to efficiently reduce unwanted sounds in audio and video recordings. It supports multiple file formats and offers customizable noise removal modes while preserving audio quality.

Vocal Image is an AI-based coaching app that improves speaking skills through personalized voice assessments and targeted programs for speech recovery, accent reduction, and voice transformation, fostering a supportive community and offering educational content for users.

MusicCreator.AI is an AI-powered music generator that crafts royalty-free tracks in multiple genres, featuring lyrics generation, vocal removal, and mastering tools. Its intuitive interface enables personalized playlists and professional-quality audio for creative projects.

Extruct AI is an AI-powered company intelligence platform that automates business research, enabling users to discover private companies, enrich data, and track market trends in real time. It streamlines lead generation and competitive analysis with dynamic filters and API integration.

TwoShot Coproducer is an AI assistant for music and audio production that generates tracks from text, isolates stems, cleans and restores recordings, creates voices and sound effects, and offers an in-browser DAW, sample library, API and collaboration tools.

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.

Krisp delivers real‑time noise cancellation, accent conversion, and multilingual voice translation for meetings and call centers. It records calls, transcribes, and summarizes, syncing to CRMs. Developers can embed its voice SDK into custom applications.