12 Best AI Singing Voice Generator For High-Quality Audios

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Consider you’re working on a music project and hit a creative block. You have a catchy melody but can’t find the right vocalist to bring it to life. While finding a suitable singer was challenging, today, you can generate a realistic AI singing voice in mere minutes with an AI singing voice generator. But, what is a text-to-speech tool? In this guide, we’ll explore the ins and outs of these tools and help you achieve your creative goals.

CoeFont’s AI voice changer can help you generate realistic singing voices that sound like real people. You can customize your output with different voice styles and tones for a unique sound that fits your project.

What is An AI Singing Voice Generator?

An AI singing generator is an artificial intelligence technology designed to create or synthesize singing. These systems can generate vocal performances based on various inputs, such as lyrics, melodies, or specific vocal styles.

They use deep learning algorithms to analyze and mimic human singing, often drawing from large datasets of recorded voices to produce realistic or stylized vocal outputs. Here are a few key points about AI singing generators:

Vocal Synthesis

They use techniques like deep neural networks to synthesize singing voices that can perform new or original songs.

Customization

Users can often customize the generated singing by specifying parameters like pitch, tone, and emotion.

Applications

These tools are used in music production, virtual performers, video games, and personalized messages.

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Is There An AI That Makes People Sing?

What is an AI singing voice generator?

AI singing voice generators are artificial intelligence tools that provide a way to create music by mimicking human voices. First, you can choose a singer from the AI database. Then, you enter a text prompt or upload a song lyrics file. The tool will create a song that sounds like the selected singer is performing your track.

Can you use AI for singing?

Yes, there are many AI tools for making people sing, such as CoeFont. CoeFont’s cloud-based platform offers a powerful AI voice generator and voice changer technology. It allows users to create natural-sounding digital voices by converting text to speech or cloning existing voices using advanced AI algorithms and deep learning techniques.

With a library of over 10,000 voices in multiple languages, CoeFont provides versatile voice options for various applications, such as video creation, live streaming, voice acting, and more. Try our AI voice changer for free today!

How Does AI Singing Voice Generator Work

An AI singing voice generator is a form of text-to-speech that uses machine learning and neural networks to produce lifelike voices through generative AI. It is used to create voice-overs, clone voices, and singing voices that can be used to make original music. The AI Singing generator records your voice and turns it into an AI voice. You can also use a community voice, which is available on the tool.

12 Best AI Singing Voice Generator For High-Quality Audios

1. CoeFont: Your Go-To Voice Generator in the Cloud

CoeFont is a cloud-based voice generator with an impressive AI voice changer tool. The platform allows you to create realistic digital voices by converting text to speech or cloning existing voices using advanced AI algorithms. With a library of over 10,000 voices in multiple languages, CoeFont provides versatile voice options for various applications, such as video creation, live streaming, voice acting, and more.

Pros

Massive library of realistic voices for different applications.

Simple to use.

No download is needed.

2. VoiceMod: A Fun Tool for Gamers and Streamers

VoiceMod is a voice generator with a text-to-song app that falls into the category of meme generators rather than serious music composition tools. Users choose a genre and an AI voice to create a song to get started. After typing in the lyrics, the app creates a short pop song. One of the most remarkable features is its ability to match the cadence of your words with a melody that fits into the instrumental backing track. You can share the file with friends and laugh, but it won’t take you much further.

Pros

Simple to use.

There are many excellent, funny voiceover profiles.

There is no cost and a web-based tool, so no download is needed.

Cons

A project with Voice Changer io might take time because it is not a real-time voice generator.

Gamers or streamers might have to look for another option for real-time modulation.

There is no dedicated desktop app.

Not updated regularly as it is more of a hobby project.

3. Udio: An AI Music Tool with Serious Backing

Udio is the first text-to-song severe app to challenge Suno. Its almost identical web application is backed by some big investors. The engineering team includes former Google employees who worked on AI music at Deepmind, and rap icons Will.i.am and Common also support the company.

Regarding features, the app generates two 30-second clips with 600 prompts (1200 audio clips) per month. Users can extend those clips to make them longer or modify prompts to get closer to the target sound. Describe the kind of music you want to hear and provide lyrics to listen to them sing over that instrumental track. Then, you can publish directly to social media platforms or download the files locally to your computer.

Pros

Advanced Audio Analysis: Provides detailed insights and real-time processing of audio data.

Improved Efficiency: Automates repetitive tasks, saving time and reducing manual effort.

Enhanced Accessibility: Offers features like speech-to-text and multi-language support.

Customization and Flexibility: Allows tailored settings and integrates well with other systems.

Cons

Accuracy and Precision: You may encounter errors in transcription or analysis, especially with complex audio.

Cost and Resource Intensity: Advanced features can be expensive and may require significant computational resources.

4. MusicGen: An AI Music Generator from Meta

One month after MusicLM was released, Meta released MusicGen. The audio quality is even better than Google's model, and it is the only AI music generation tool that could meaningfully disrupt the music industry. Their text-to-song technology includes a melody condition, where users can upload a recorded audio file and combine it with written instructions about genre and instrumentation to create an entirely new song.

For the first six months, the best way to get high-quality music from MusicGen was to sign up for a Hugging Face account and create your own space. Adding a payment card lets you level up to their medium and large models. Instead of relying on local CPUs, Hugging Face provides the computer power as a paid service. Since then, a new product called SoundGen has come out that provides a better user interface with additional audio editing features that MusicGen lacks. It also includes unconventional prompting options like images and music.

We experimented with dozens of genres and found it was particularly good at creating jazz, classical, rock, and chip tunes based on melody conditions. Try inputting a melody from the main soundtrack of a classic arcade game and see how it reinterprets it! Each generation takes 30 seconds and up to 3 minutes, depending on your model. Once you've created it, you can listen and download it. For a detailed walkthrough on how to use and prompt the models, check out our full-length article on MusicGen.

Pros

Creativity and Inspiration: Generates original music compositions, providing inspiration and new ideas for musicians and composers.

Customization: This option offers various parameters to control the style, mood, and structure of the music, allowing for personalized and tailored outputs.

Time Efficiency: Automating composition parts speeds up the creation process, which can be particularly useful for quickly producing large volumes of music.

Versatility: It can be used for various applications, including background scores, jingles, and soundtracks, making it a versatile tool for different music projects.

Cons

Quality Variability: The quality and originality of the generated music can vary, and it might only sometimes meet professional standards or specific artistic visions.

Lack of Human Touch: Generated music might need more nuanced emotional depth and personal touch that human composers bring to their work, potentially affecting the connection with listeners.

5. MusicFX: Google’s Text-to-Song Tool

The Google Arts and Culture team has been exploring AI music generation for years, notably with Magenta Studio. Still, MusicLM was the company's first venture into creating songs from text prompts. We originally covered MusicLM in January 2023, when it was still just a technical paper published by their developers.

In May 2023, they published a fully functional beta version that was free for anyone to use. You can access it in a browser or download the AI test kitchen from the app store to open it locally. In 2024, they've made some updates to the app and renamed it to MusicFX. Google's text-to-song model significantly improved Riffusion, producing longer clips at higher fidelity. They accomplished this using three music datasets (MusicCaps, Audioset, and Mulan) that were trained on over 40 million YouTube videos.

The music industry has yet to make much fuss over AI Test Kitchen's music generator, probably because the quality still needs to be better to disrupt actual music recordings. It's worth noting that Universal Music Group has already started collaborating with Google to train AI models on their music. We may see a much more powerful version of MusicFX drop this year, with artist remunerations built into the system.

Pros

Advanced Audio Effects: Provides a wide range of audio effects and enhancements, allowing for creative manipulation and refinement of music tracks.

Real-Time Processing: This product offers real-time audio processing capabilities, which are helpful for live performances or immediate feedback during production.

Customization Options: This option allows customization of detailed effects, letting users fine-tune parameters to achieve specific sound characteristics or styles.

Ease of Use: Typically, user-friendly interfaces make it accessible to beginners and experienced users, simplifying complex audio processing tasks.

Cons

Potential Quality Loss: Overuse or incorrect application of effects might degrade the original audio quality or introduce unwanted artifacts.

Limited Creativity: While it enhances and modifies existing music, it may provide a different originality or creative input than composing from scratch.

6. Riffusion: A Unique Approach to Text-to-Music

In December 2022, a free text-to-song app called Riffusion hit the scene. It made headlines for creating short musical themes from images of song clips. The developers at Riffusion took an unconventional route, using Stable Diffusion to train on spectrograms, or pictures of sound waves, and then generate new images that they converted into audio.

In October 2023, the company released a new and improved app version. Users can log in and build their audio library with text-to-music prompting. Like Chirp and Splash Music, users can also type in lyrics and hear them played back by an AI vocalist. The company has also reportedly raised a $4M round, indicating plenty of growth for this Riffusion. However, we have yet to see any meaningful updates to the platform since they launched that public beta in late 2023.

Pros

Creative Inspiration: Generates unique riffs and musical loops that can serve as a foundation or spark for new compositions, helping to overcome creative blocks.

Rapid Prototyping allows for the quick generation of musical ideas, which can speed up the songwriting and production process.

Variety of Styles: Can produce riffs in different genres and styles, offering versatility and broadening creative possibilities.

Ease of Use: It is typically designed with an intuitive interface, making it accessible for users at various skill levels.

Cons

Quality Consistency: The quality and coherence of generated riffs can vary; some might need to meet the desired professional or artistic standards.

Limited Complexity: We may need help generating more complex musical structures or integrating riffs into a cohesive whole composition, potentially requiring additional manual refinement.

7. Mubert AI: A Fun Text-to-Music Application

Mubert is an AI music generator with a text-to-music web app. It's not their primary offering, but it's still a fun piece of tech to explore. Enter prompts, set your track duration, and hit a generate button. In less than a minute, you'll have a complete song idea with details about the BPM and key signature. Behind the scenes, your text prompt is encoded to latent space vectors of a transformer neural network and matched with existing labeled MIDI loop data. The closest tag vectors are chosen and sent to the Mubert API, where they generate entirely new music. If you want to learn more, you can find their Python code at this Github repo. They also offer a Google Colab environment for more nuanced experimentation.

Pros

Customizable Soundscapes: This feature offers a range of customization options for generating ambient music and soundscapes tailored to specific moods, settings, or themes.

Endless Variability: It produces continuously evolving music, making it suitable for dynamic and non-repetitive audio applications, such as background music or relaxation apps.

Ease of Integration: This can be easily integrated into various platforms and applications, providing a seamless way to enhance user experiences with custom audio.

Time and Cost Efficiency: Speeds up the process of generating music and soundscapes, reducing the need for expensive and time-consuming human composers for specific applications.

Cons

Limited Control: Compared to traditional composition methods, users may need more granular control over specific musical elements, which could limit creative precision.

Quality Variability: The generated audio might lack the sophistication or emotional depth of human-crated music, potentially affecting its appeal in more critical or high-stakes contexts.

8. Kits.AI: A Smart Voice Conversion Tool

Kits AI is a freemium web app that delivers voice-to-voice audio conversion based on high-quality, royalty-free voice models. Users record vocals directly into the app or upload a clean vocal audio file in MP3 and WAV format. During our tests, the AI voice conversion took less than a minute to complete, and all of the subtleties from the vocal performance were retained.

If you're looking for a sound that the existing voice collection doesn't offer, Kits AI includes an AI voice model creation feature. Upload up to 30 minutes of a capella audio files using a single voice, and with a single click, you can train your custom AI model. Before starting this process, check out their voice model creation guide to familiarize yourself with best practices.

Pros

Accuracy: Provides precise data analysis and insights.

Scalability: Adapts to varying data volumes and business needs.

Cost-Effective: Reduces long-term operational costs.

Customization: Tailors solutions to specific needs.

Cons

Setup Complexity: Requires significant initial investment and integration effort.

Data Privacy: Raises concerns about handling sensitive information.

Data Quality Dependency: Effectiveness depends on high-quality data.

Lacks Human Touch: We need to understand the empathy and nuance of human interactions.

9. Controlla Voice: Train Your Own AI Vocal Models

Controlla.XYZ launched in July 2021 as a spatial audio company and has grown into a mature web app where people can train their own AI singing voice models. Controlla Voice allows users to train AI singing models from capella vocal stems.

Ideally, Vocal takes should include a few different intensity levels and feature melodies spanning an octave or more. There are exceptions, like training a rapping or speech model, where the pitch range can be less than an octave.

Pros

Hands-Free Operation: Allows users to control devices and applications without physical interaction, enhancing convenience and accessibility.

Increased Productivity: Streamlines tasks and workflows by enabling voice commands, which can speed up operations.

Accessibility: Improves usability for individuals with disabilities or limited mobility by offering voice-controlled alternatives.

Customization: Often provides customizable voice commands and integration options tailored to specific user needs or applications.

Cons

Accuracy Issues: Voice recognition may need help with accents, background noise, or unclear speech, leading to errors or misunderstandings.

Privacy Concerns: Constant listening and voice data processing raise data security and privacy concerns.

Limited Context Understanding: The ability to understand nuanced or complex commands may be lacking compared to human interaction.

Dependency on Technology: Requires reliable internet or system connections; issues can disrupt functionality.

Learning Curve: Users may need time to adapt to and master the voice commands and system nuances.

10. Vocaloid: An AI Singing Software for Music Producers

Vocaloid by Yamaha was also built with music producers in mind. With over 100 voices, you can quickly test different vocal types on your track. Vocaloid 6 includes a voice changer so that you can sing and transform a melody, but we found it less feature-rich than ACE Studio.

Pros

Creative Freedom: Enables users to compose and produce music without a human singer.

Consistency: Delivers consistent vocal performance without variations in tone or pitch.

Customizable Voices: Offers a range of voice banks with different vocal characteristics and languages.

Accessibility: Provides tools for creating music accessible to those without vocal training.

Cost-Effective: Reduces the need for professional vocalists, potentially lowering production costs.

Cons

Lack of Human Emotion: A live human performance may need more emotional depth and nuance.

Complexity: Requires learning and mastering the software, which can be complex for beginners.

Limited Naturalness: Synthesized voices can still sound robotic or artificial despite advancements.

11. Synthesizer V: A Vocal Synth for Musicians

Synthesizer V is another AI voice generator explicitly geared to musicians. The company is based in Tokyo, where artificial intelligence and music have been famous for over a decade. They've also created a more robust interface for editing and improving initial output.

Like Melodyne and Vocaloid, you can sculpt your AI voice's melody. Drag the notes up and down in the audio equivalent to a MIDI editor, and Synth V creates a smooth render without losing the emotional tone of the voice.

Pros

Natural Sounding Voices: Offers high-quality, realistic vocal synthesis that closely mimics human singing.

Advanced Features: This package includes features like expressive control, detailed phoneme adjustments, and dynamic range, allowing for more nuanced performances.

User-Friendly Interface: Designed to be accessible with a relatively intuitive interface for users at various skill levels.

Customizable Voice Banks: This feature supports a range of voice and customization options to suit different musical styles and languages.

High Flexibility: Allows for extensive manipulation of vocal attributes, enabling creative and detailed vocal production.

Cons

Complexity for Beginners: Despite its user-friendly interface, mastering all the advanced features can be challenging for newcomers.

Cost: Some features and voice banks may come with additional costs, which can be a barrier for hobbyists.

Resource-Intensive: High-quality voice synthesis can be demanding on system resources, requiring a powerful computer for smooth performance.

12. Emvoice: A Unique Approach to AI Singing Software

Emvoice One has taken a novel approach to AI singing software, combining a MIDI piano roll interface with text boxes for lyrical snippets. Users program a melody manually, and Emvoice will spawn a dedicated text area for each melodic segment. Type in your short phrase, and the vocal model will do its best to match the melodic shape to the pattern of your words.

Pros

Realistic Vocals: Offers high-quality, natural-sounding vocal synthesis focusing on human-like articulation.

Ease of Use: It features an intuitive interface, making it accessible to users with varying levels of experience in vocal synthesis.

Quick Integration: Designed to integrate smoothly with popular DAWs (Digital Audio Workstations), facilitating seamless workflow in music production.

Flexible Voice Options: This feature provides a range of voice types and settings to customize vocal performances according to different musical needs.

High-Quality Output: Known for delivering professional-level vocal output suitable for various genres and applications.

Cons

Limited Voice Variety: We may have fewer voicebanks than other vocal synthesis platforms.

Limited Expressiveness: Despite advancements, it may only partially capture the emotional depth and subtle nuances of live human singing.

Use Cases of AI Singing Generator

AI Singing Voice Generators Take Center Stage in Film and Television

AI music generators can create original scores for films, TV shows, and commercials. This can help filmmakers and producers quickly obtain high-quality music that enhances the emotional impact of their visual content. AI-generated music can be more cost-effective than hiring a human composer, making it an attractive option for indie filmmakers and low-budget productions.

The speed at which AI can generate music is particularly beneficial for projects with tight deadlines. AI can analyze a scene's emotional tone and generate music that enhances its impact, creating a more immersive viewing experience. Finally, AI music generators can create various musical styles and genres, ensuring the score matches the film or show’s atmosphere and setting.

AI Singing Voice Generators Compose Dynamic Music for Video Games

In the gaming industry, AI music generators can produce adaptive soundtracks that respond to in-game actions and events. This creates a more immersive and dynamic gaming experience for players. AI-generated music can change based on player actions in real-time, creating a more engaging and responsive gaming experience.

Additionally, AI can generate music in various styles, ensuring that the soundtrack fits the game’s setting and tone. Like film and television, AI-generated music can be more cost-effective and faster than traditional composition methods. Generating context-aware music enhances players' overall immersion and emotional engagement.

AI Singing Voice Generators Create Catchy Tunes for Advertising

Advertisers can use AI music generators to create catchy jingles and background music for commercials. This can help brands stand out and connect with their audience on an emotional level. AI can analyze successful commercial music and generate catchy jingles that resonate with audiences.

Customizable parameters allow advertisers to create music that aligns perfectly with their brand identity. The speed of AI music generation is particularly beneficial for advertising campaigns that need to go to market quickly. Finally, AI can generate music tailored to specific demographic groups, enhancing the effectiveness of marketing campaigns.

Enhance Your Projects with AI Singing Voice Generators

Individuals can use AI music generators for personal projects, such as creating background music for YouTube videos, podcasts, or social media content. This makes it easier for content creators to enhance their work with professional-quality music. Content creators can use AI-generated music to add a professional touch to their videos and podcasts, improving the overall production quality.

Additionally, customizable music can make social media posts more engaging and shareable. Thanks to the accessibility of AI music generators, even those with no formal music training can create high-quality music for their projects. AI music generators can also create personalized music for events such as weddings, parties, and corporate functions, adding a unique touch to the occasion.

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Try CoeFont's AI Voice Changer for Free Today

CoeFont’s cloud-based platform offers a powerful AI voice generator and voice changer technology. It allows users to create natural-sounding digital voices by converting text to speech or cloning existing voices using advanced AI algorithms and deep learning techniques.

With a library of over 10,000 voices in multiple languages, CoeFont provides versatile voice options for various applications, such as video creation, live streaming, voice acting, and more.

Try our AI voice changer for free today!