Top 11 Online Neural Networks for Music Creation

AI-powered audio editors are specialized tools used by content creators, sound engineers, and music producers to enhance various aspects of the creative process. These tools help with melody creation, sound quality improvement, audio synchronization, and track selection for videos.

Can Neural Networks Replace Human Creativity in Sound Processing?

While some AI audio tools can generate patterns, melodies, and arrangements, they are not designed to replace human creativity. Tools like Playbeat and Hexachords Orb are meant to complement and inspire musicians, offering new ideas and simplifying the creative process. Musicians can use these tools to quickly create compositions, experiment with different musical directions, and overcome creative blocks.

Best Neural Networks for Music Creation and Editing

Auphonic

Link – Auphonic

Auphonic is an innovative audio post-processing platform that enhances audio quality through various services:

• Removes unwanted noise and background music (ideal for voice recordings).
• Balances speech and background music volume levels.
• Eliminates frequencies and hiss to ensure clear sound.
• Mixes multiple audio tracks and minimizes crosstalk.
• Converts speech to text with automatic footnotes and timestamps.
• Removes silent segments, pauses, and filler words like “um”, “uh”, and “ah” in multiple languages. Auphonic offers a free plan, limited to 2 hours of processing per month.

ElevenLabs – Realistic Speech Generation

Link – https://elevenlabs.io/

Launched in 2022, ElevenLabs is a popular service for generating realistic speech. Key features include:

• Converts text to speech in 32 languages with 70 different voices.
• Dubbing in foreign languages.
• Realistic sound effects creation.
• Voice cloning and voice acting.
• Background noise removal.
• Imitating voices for various characters. ElevenLabs offers a free plan with 10,000 characters per month (about 10 minutes of audio). Paid plans are available for more usage.

LANDR

Link – https://www.landr.com/

LANDR’s AI can analyze a reference track and apply its characteristics to your music. Notable features:

• Analyzes your music and applies mastering nuances to match a reference track.
• Offers 20 million mastering tracks to help artists achieve professional sound.
• Trusted by top industry artists and sound engineers.
• Simple drag-and-drop interface for mastering. LANDR is widely used by both emerging artists and industry giants like Lady Gaga, Snoop Dogg, and Post Malone.

Studio Sound (Descript)

Link – https://www.descript.com/

Studio Sound, a feature of Descript, is a cloud-based platform used for noise reduction and audio processing. Features:

• Isolates and enhances voices by removing echo and background noise.
• Provides real-time collaboration on audio projects.
• Ideal for podcasters, YouTubers, and content creators. Descript has raised $100 million in funding from top investors, including OpenAI Startup Fund and Andreessen Horowitz.

Splitter

Link – https://www.bandlab.com/

Splitter is a machine learning software that allows separation of instruments and vocals from music tracks. Key points:

• Supports cloud, PC, Mac, and mobile devices.
• Specializes in separating complex audio elements like vocals, drums, bass, piano, and more.
• Offers both 5-channel and 2-channel models for various separation tasks.
• Used by music producers, DJs, sound engineers, and even law enforcement for forensic analysis.

Sonible Smart:EQ 3

Link – smart:EQ 3 – the intelligent equalizer by sonible – Get your 30-day trial now

Smart:EQ 3 is an AI-powered equalizer that automatically adjusts tone unevenness. Key features:

• Detects and corrects problem frequencies.
• Analyzes and adjusts multiple frequency ranges simultaneously.
• Suitable for mixing up to six audio tracks.
• Requires system resources, which may slow down the process on less powerful devices.

Orb Producer Suite 3 (Hexachords)

Link – LANDR Composer – AI Music Composition Plugin | LANDR

Developed by Hexachords, Orb Producer Suite 3 is a collection of plugins for music creation:

• Includes Orb Chords, Melody Maker, Bass, and Arpeggio modules.
• Offers customizable chord progressions, melody ideas, and bass parts.
• Compatible with most DAWs (except Protools) and supports VST2, VST3, and AU formats. The suite is more expensive than other tools, and may require time to master.

Playbeat

Link – PLAYBEAT by Audiomodern™ | World’s Smartest Groove Plugin

Playbeat is an AI-powered tool for generating rhythmic variations. Key features:

• Creates numerous beat variations using its AI SMART™ algorithm.
• Allows users to train the app with their own audio recordings.
• Can send MIDI to any device, plugin, or hardware. Playbeat is great for generating unique grooves and rhythms, and it learns from user preferences to create more personalized beats.

Lalal.ai

Link – Vocal Remover & Instrumental AI Splitter | LALAL.AI

Lalal.ai is an AI tool that isolates vocals from mixed audio tracks. Features:

• Accurate vocal separation, eliminating the need for manual editing.
• Stem Splitter and Voice Cleaner for extracting instruments and vocals, and removing background noise.
• High-quality results depend on the original audio quality.
• Developed using proprietary neural networks like Rocknet and Cassiopeia.

Audo Studio

Link – Audo Studio | One Click Audio Cleaning

Audo Studio offers AI-driven sound improvements. Key features:

• Enhances audio clarity by removing unwanted noise.
• Auto-adjusts EQ and highlights vocals for clearer sound.
• Suitable for podcasters, musicians, and creators seeking fast, professional-level audio quality. Audo Studio is simpler compared to other tools but provides excellent results for its limited features.

iZotope RX 10

Link – iZotope | Plugins for Audio Restoration, Mixing, Mastering and More

iZotope RX 10 is a versatile AI-powered audio repair tool. Features:

• Repairs audio problems like noise, clipping, and distortion.
• Includes text navigation and transcription features for precise editing.
• Multi-speaker detection for handling multiple voices in an audio file.
• The Repair Assistant helps beginners quickly fix audio issues within their DAW.

Krisp

Link – World’s #1 Noise Cancelling App and AI Meeting Assistant

Krisp is an AI-based noise cancellation tool designed for improving voice clarity in real-time communications. Key features:

• Removes ambient noise during calls and meetings.
• Works with popular apps like Zoom, Skype, and Discord.
• Bidirectional noise cancellation and echo removal. Krisp is especially useful for remote work and online calls, ensuring clear conversations by filtering out unwanted noise.

How Do Neural Networks Work in Audio Creation and Editing?

Neural networks use deep learning techniques to analyze and process audio data. These methods are trained on large datasets of various sounds, allowing them to recognize patterns and distinguish different audio elements (like vocals, instruments, and background noise). This enables AI tools to improve sound quality, automate noise reduction, and offer various audio enhancements.

How Accurate is Voice Separation in AI Audio Tools?

The accuracy of voice separation varies based on several factors, such as the complexity of the audio, the quality of the original recording, and the sophistication of the AI algorithms. While AI tools can produce impressive results, separating vocals from dense or multi-layered tracks may result in less accuracy, requiring further tweaking.

How Do Neural Networks Synthesize Human Speech?

AI tools synthesize human speech by analyzing vast amounts of audio data to learn speech patterns, intonation, and voice characteristics. This technology can then generate natural-sounding speech for various applications, from creating voices for fictional characters to enhancing audio content.

Applications of Neural Networks in Audio Editing

Vocal Tuning and Pitch Correction

AI-powered tools like Auto-Tune offer advanced pitch correction, making it easy to tune vocals and preserve emotional authenticity in recordings.

Musical Composition

AI tools like OpenAI’s MuseNet can autonomously generate music based on learned genres and user preferences, helping producers experiment with new ideas.

Sound Design and Sampling

AI-driven tools like SpectraLayers enable sound designers to deconstruct and manipulate audio files at a granular level, opening up new creative possibilities.

Real-Time Audio Processing and Mixing

Real-time audio tools, like iZotope’s Neoverb, adjust reverb parameters and create a balanced acoustic space, speeding up the mixing process.