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.

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.

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.

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.

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.

Audioai.io is an AI audio enhancer that removes background noise, reduces echo and distortion, levels volume, and brings buried voices forward for clearer speech—while preserving music, ambience, and natural pacing. Upload a supported file, choose an output format, preview and compare enhanced vs o

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.

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.

AI Voice Cleaner is a tool that removes background noise, echo, and unwanted sounds from audio files while enhancing speech clarity. It supports various formats and offers features like volume normalization, breath reduction, and studio-style enhancement for professional-quality results.

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

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.

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.

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.

Somio AI is a browser-based karaoke maker that instantly removes vocals and splits stems (drums, bass, piano, guitar) from any audio file, allowing users to adjust pitch, tempo, and trim tracks for ready-to-sing practice or content creation.

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.

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.

cleanaudio.io is a browser-based AI tool that removes background noise and reverb from audio and video files with one click. It instantly cleans wind, traffic, fan hum, static, pet barking, and room echo in formats like mp4, mp3, and wav for clearer speech.

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.

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.

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.

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.

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

MusicRemover AI is a browser-based AI karaoke maker that separates vocals and instrumentals to create karaoke-ready tracks and lyric videos. It offers vocal/music removal, audio cleaning, word-level lyric editing, layout controls, and exports MP4 for singers, teachers, cover makers, and event hosts.

Spectrahertz detects AI-generated audio and hidden watermarks with 99.9% accuracy and sub-100 ms latency, removes spectral artifacts, embeds imperceptible marks, applies stereo/3D/Room spatial processing, exports high-quality WAV, and offers secure uploads plus API.

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

Ai‑Spy analyzes MP3/WAV files to distinguish human from AI‑generated speech. It offers drag‑and‑drop uploads or link input, instant authenticity scores, word‑level breakdowns, exportable reports, and a SOC 2‑certified API for workflow integration.

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.

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.

Describe Music.net is an AI audio analysis tool that generates detailed music descriptions, detects genre/mood/instruments, and analyzes voice/sound effects. It provides technical metadata, SEO tags, and exports reports for creators, musicians, and marketers.

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.