I tested five AI audio production tools to see how they actually perform in real-world creative workflows. In this guide, you’ll find what worked, what didn’t, and the specific strengths and limitations I came across.
Top 5 AI Audio Production Tools
Key Findings:
- AIVA and Soundful keep things simple with editable templates and MIDI tools, making it easy to get started with music creation.
- Wondercraft and AudioStack handle voiceovers and ad-style audio smoothly, even with minimal input.
- Music.AI excels at mastering and stem separation, but its steep learning curve contrasts with Soundful’s beginner-friendly design and AIVA’s guided composition features.
Top AI Audio Production Tools Reviewed
AI is progressively embraced in music and audio production, primarily for speeding things up, but also for opening new creative possibilities.
With more tools entering the space, figuring out which ones are actually worth your time is no small task. Here are five standout options I put to the test.
| Tool | Best for | Audio templates | Voiceover support | Sound mixing and mastering customization | Pricing (starting at) |
| AIVA | Theme music | ✅ | ❌ | ✅ | €11/month |
| AudioStack | Audio ads | ✅ | ✅ | ❌ | Credit-based pricing system |
| Music AI | Audio mastering | ❌ | ✅ | ✅ | $25/month |
| Wondercraft | Voiceovers | ✅ | ✅ | ❌ | $25/month |
| Soundful | Quick audio tracks | ✅ | ❌ | ✅ | $5/month |
The top AI audio production tools offer an overwhelming number of features that condense the time to work on a new track, podcast episode, or audio ad from weeks to a few seconds. As Kristin Marquet, Founder and Creative Director of Marquet Media shares:
“For me, the biggest opportunity is using AI to turn written content into audio assets that build authority — things like narrated blog posts and short-form podcast snippets. This smart, scalable approach bridges accessibility and brand reach. It’s also incredibly helpful for clients who want to be present on multiple channels without recording everything live. The time savings and repurposing potential are huge.”
1. AIVA: Best for Theme Music
Short for Artificial Intelligence Virtual Artist, AIVA has been trained using over 30,000 musical scores — from Bach to Beethoven — to help aspiring rock stars, established music producers, and even game creators craft their original music.
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I was immersed in a library of over 250 music styles, including rap, cinematic orchestra, and mellow lo-fi sounds. The features were easy-to-follow, no tutorial needed. However, if you find the tools a bit overwhelming, there’s a rich guide library to walk you through every step along the way.
What I find most impressive about AIVA is the details. I can select my key signature, song duration, and number of compositions. I was able to edit the tempo, melody, chords, bass, percussion, reverb, delay, staccato, and more. Not only that, but I can also add more instruments, edit the music layers individually, and control the mixing values.
With all these features at disposal, I found AIVA to be a MIDI generator that fulfills every music enthusiast’s dream. If I say so myself.
One thing I really appreciated was the level of control I had throughout the process. It wasn’t just a case of receiving a pre-made track and calling it done; it felt like a collaboration. AIVA offered a solid musical foundation, but I was encouraged to shape and refine it, adding my own creative input to bring the piece to completion.
The flexibility of the platform means you can craft everything from orchestral scores to immersive soundtracks or even quirky background loops for a pixel-art adventure. It’s a tool that adapts to your vision, rather than the other way around.
What Users Say
Based on the feedback, it seems that users have mixed feelings about AIVA. While it's decent for piano music, with some finding it usable, the generated music tends to get repetitive quickly. For other styles, like lo-fi, the quality falls short of industry standards, leaving some users disappointed with its output in those genres.
Who’s It For?
The tool is mainly recommended for content creators looking to monetize their compositions on platforms like YouTube, Twitch, TikTok, and Instagram. It could also be of help to game developers, video production agencies, and full-scale marketing firms looking for customized musical themes.
Other Notable Features
- Selection of 200+ music styles
- Creates samples from a style, chord progression, or influence
- Uploads reference tracks (audio/MIDI) to personalize the AI output
- Built-in MIDI generator
- Each composition layer can be edited
- Auto-generates patterns for each layer via AI
- Edits individual notes in Select or Pencil Mode
- Ability to add and edit tracks and patterns
- Draws automation curves
- Text-prompted chord progression generator
- Auto-mixing settings
- Channel strip settings
- Customization effects
2. AudioStack: Best for Audio Ads
AudioStack markets itself as the leading enterprise solution for AI-powered audio production. And I have to say, it delivers on its promise.
Its range of features was quite extensive, allowing me to construct an entire audio ad in under a minute. It cloned my voice, produced an entire podcast, and translated and dubbed my text into multiple languages.
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Here are some handy features I came across:
- AdStack: Produces studio-quality audio ads from text prompts using AI
- SpStack: Transforms text into speech using AI voices or a synthesized version of your own voice
- VdStack: Creates multilingual voiceovers for videos from text or subtitle
- PdStack: Turns text-based content into polished, podcast-ready audio automatically
- DcStack: Generates thousands of audio ad variations with different voices, CTAs, sound beds, and languages.
I tried AudioStack’s SonicSell, and with just a simple prompt — even with some intentional typos — it created a full script, voiceover, and background music for the ad. Honestly, If I didn’t produce the ad myself, I wouldn't have been able to tell it was AI-generated. The script was well-written, the voice had a nice enunciation, and the audio matched the context.
AudioStack has over 1,700 voices in its library, letting you choose the speaker’s gender, language (Japanese, Dutch, English, German, etc.), and accent (Australian, British, American, American Indian).
Make your own AudioStack credits system.
If none of the voices feel right, you can even synthesize your voice using the SpeechCloner feature, so you can use it for a podcast or ads.
Elevate your projects with 75+ new AI voices in @aflorithmic's voice library! 🔥 With the American, British, Australian, Mexican, South African accents there are no more limits to your creativity! Spice up your next audio campaign!
— AudioStack (@aflorithmic) July 20, 2023
Click the link
🔗https://t.co/DdDmWdyX4ipic.twitter.com/fSvvoXSoaS
Who’s It For?
With its AI-powered features and an expansive voice library, AudioStack is suitable for podcasters, audiobook companies, and dubbing agencies. It’s also intended for music producers and video editors to help them clean up recordings, enhance vocal clarity, and improve overall sound quality. It’s also useful for audiobook narrators and businesses looking to convert text into polished audio. Overall, it’s good for both production and post-production.
Other Notable Features
- Offers over 1,700 voice options in various accents and languages
- Access to more than 1,000 sound selections
- Produces entire audio ads with a single text prompt
- Voice cloning capabilities
- Text-to-voice generation
- Auto-translation of scripts
- Multiple AI voices in one audio track
3. Music AI: Best for Audio Mastering
Music AI is an advanced, ethical AI solution with a 15.8% higher than average sound-distortion ratio, and a 99.9% uptime guarantee. To date, it has processed over 1 trillion minutes of audio and recorded over 50 million users.
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When exploring Music AI, I found the auto stem separation feature to be especially useful. It can isolate vocals, bass, drums, guitar, and other instruments from the original track. It also supports functionalities for disentangling the Toms, hi-hat, cymbals, and snares of the drum.
Once you are satisfied with the stem separation, the tool takes you to enhance the track elements. I could easily swap voices on my track, automatically transcribe lyrics or chords, adjust the audio pitch, and add effects. It even let me edit videos to match the audio.
The AI assisted me with mastering, mixing, and cleaning up the music, and I could translate or localize speech with ease.
But I have to admit, it took me a long time to figure out how the tool works. Luckily, Music.AI has tutorials and demos for each of its features. With a click on the question mark button, the platform gives a brief description of the tool.
Music AI has a free plan — try it out.
The selection of workflow and job templates was solid — there were dozens of options available. The tool also has a template for transcribing chords and a beat map, as well as a template for auto-mastering tracks with AI.
Who’s It For?
All things considered, Music AI’s audio stem separation, mastering, and mixing makes it a great companion for music studios, sound engineers, producers, composers, and artists. The tool also supports applications across electronics and interactive media.
Other Notable Features
- Automatic stem separation for vocals and musical instruments
- AI voice and music detection
- Automatic lyric, chord, beat, section, and speech transcriber and translator
- Text to speech generator
- AI audio mixer and mastering
- Vocal switching and sampling
- Dozens of workflow templates to choose from
4. Wondercraft: Best for Voiceovers
Wondercraft aims to simplify audio content creation through an all-in-one production kit. It was stimulating to browse the 500 human-like voice library, where I was given various characteristics (conversational, storytelling, flat), characters, age groups, languages (French, Italian, Hindi, Chinese), and accents (Korean, African, Russian) to choose from. And if the voices sound too robotic, you can change them up to sound more natural.
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Wondercraft’s Parrot Mode allows the AI voice to copy your diction, inflection, and pace based on my voice recording. I also tried the Director Mode which allowed me to direct how the voice needs to sound.
For instance, I asked the tool to add "uhms" and stutters to make it sound more natural and was quite pleased with the output. The tool can also insert evil laughs and dramatic pauses between the text for a more theatrical feel.
If you are not satisfied with its existing voice selection, you can clone your own voice and use it for your different audio content.
I found Wondercraft’s AI content generator quite convenient for writing audio scripts, and it comes with a library of prompts to get you past any creative block. It encourages you to write ad copies and character dialogs, remix and improve existing scripts, and even translate your content to one of 30 languages.
Get started with Wondercraft for free.
The platform also comes with a library of royalty-free music, covering genres such as jazz, J-Pop and even worship songs. Its sound effects database lets you add animal sounds, audience laughter, ambient audio, and more.
our best-kept secret 🤫
— Wondercraft (@wondercraft_ai) March 17, 2025
Imitate might be Wondercraft’s most underrated feature
if you find the perfect voice but wish it had a different accent, just get that voice to imitate any other from our library, keeping the original tone while adding the second voice’s accent
It’s… pic.twitter.com/fZOU0wWciC
What Users Say
The social sentiment around Wondercraft seems to be mixed, with users expressing both positive and negative feedback. On the positive side, users have endorsed the quality of the AI-generated voice, noting that it’s close to their own voice, with one user describing it as 70% theirs and 30% "foreign." The tool has also been praised for its ability to help users quickly produce content and track progress, like podcast downloads, with some seeing decent traction early on.
However, there are a few drawbacks. Users have reported issues with mispronunciations of symbols like "%" and "$", which required additional editing, such as spelling out the symbols or adding pauses manually. While these issues exist, many still find the tool convenient for generating content quickly, especially when the user is willing to put in a little extra effort to fine-tune the output.
Who’s It For?
Overall, Wondercraft is a practical AI audio production tool for podcasters, meditation companies, and marketing and advertising agencies. It also provides specialized solutions for educational institutions and human resource departments and companies.
Other Notable Features
- Supports audio creation of over 30 languages
- Library of over 500 voices
- Direct AI voices using prompts or voice recording
- Enables selected voice to imitate other AI voices from its library
- Broad collection of audio music, clips, and sound effects
5. Soundful: Best for Quick Audio Tracks
While most AI audio production tools target aspiring music composers, podcasters, and advertisers, Soundful primarily caters to social media creators. Its library of over 150 music templates provides genres from lo-fi to hip-hop, complemented with easy-to-use sound effects and loops.
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Soundful’s customization tool was quite easy to use. If I felt the song was too slow or high-pitched, I was able to refine it by editing the beats per minute, key, and volume. For more in-depth audio engineering, users can look into the pro version, which allows them to download the MIDI and the stems.
Get inspired with Soundful. It's free.
Although this AI audio production tool has less features compared to the four previously mentioned, I find that fact appealing. As someone without a music theory background, this tool was the easiest to use — it didn't require a working knowledge of mixing and mastering music, which alleviates some of the overwhelm for absolute beginners. The MIDI generator is another great feature for tinkering with the notes.
What Users Say
The feedback on Soundful shows a range of reactions. Many users appreciate its ability to quickly generate unique music based on selected genres and settings. One user noted that while each generation is indeed unique, some templates allow for more variation than others. This makes it a decent option for those needing basic, royalty-free background music.
However, the tool doesn't seem to impress everyone. Some musicians feel it's not suited for amplifying songwriting, describing it as more of a generic music generator rather than a creative asset. If you’re looking for highly personalized or complex compositions, Soundful might fall short of expectations, offering more of a one-size-fits-all solution for simple background music needs.
Who’s It For?
The platform has a collection of tunes curated for social media, gaming, vlogs, and more. With it, influencers, content creators, vloggers, streamers, and marketers can quickly choose a melody to amplify their storytelling.
Other Notable Features
- AI Music Generator that instantly creates tracks by selecting themes, moods, and styles
- 150+ Music Styles
- Edit the audio’s tempo, key, and volume
- Download MIDI, stems, and audio mastering files for pro users
- Compatible with content across YouTube, Twitch, Instagram, apps, games, and NFTs
Audio Production AI Tools: FAQs
1. How does AI audio production work?
AI audio production works by using deep learning techniques to study vast amounts of audio, text, and linguistic data to imitate speech and musical patterns. As such, AI audio production tools can produce melodies that match a specific genre or accents of a certain country or city.
2. How can AI help with music production?
AI can help musicians, sound engineers, producers, and sound mixers reduce the manual work and long hours often associated with their roles. More specifically, AI audio production tools can generate voiceovers, clone voices, translate scripts, stem audio tracks, and mix and master music. It can also transcribe chords and lyrics and even translate speech into multiple languages.
3. Can you copyright AI music?
You can copyright AI music, as long as it combines human creativity. In other words, music fully generated using AI cannot be copyrighted, but if you change some elements in the music, it can be done.
AI copyright policies and laws may also vary per tool, with some tools only offering royalty-free music with a paid membership.
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