Artificial intelligence (AI) is basically everywhere and in every industry right now. AI penetrating the music industry is unavoidable. Recently, we talked about how to create music with Artificial Intelligence and the legal side.
And even we suggetust some of the best AI music generators so you can give it a shot. But if you want to write lyrics, asking it from your chatbot might not give you the best results.
Like in every field, some AI has special abilities for those kinda stuff. Like Google DeepMind's Lyria. We have a lot to talk about. As usual, I'll suggest some tools that you can give a try. so buckle up.
What are Artificial Intelligence (AI) Lyric Generators?
Artificial intelligence (AI) lyric generators are tools that use machine learning algorithms to generate song lyrics. They are based on the idea that lyrics can be modeled as a sequence of words that follow certain patterns.
By analyzing a large dataset of existing lyrics, AI lyrics generators can learn these keyword patterns and use them to generate new lyrics that are similar to the lyrics they have been trained on.
Of course, there is an ethical gray area in doing that. But someone could argue it's like we get inspiration from others to create our content, so the AI is doing the same thing on a massive scale. Using LLMs, ML, and NLP.
Chanuka Nadun Perera
But I have to mention AI lyric generators are still pretty new, but songwriters of all levels of experience are already using them. They're not meant to replace human songwriters, but they can be helpful tools might help with writer's block, generating new ideas, and experimenting with different styles.
Some of the lyric generators give you the ability to customize the lyric styles, genre, mood, or just you wanna add catchy pop chorus and so much more customizability to change the output. This is the future of songwriting.
How Do Artificial Intelligence Lyric Generators Work?
Almost all of these Lyrics generation is happening, following these steps and processes.
- Data Collection: The AI model is trained on a massive dataset of lyrics, typically sourced from online repositories or music databases. This dataset encompasses a wide range of genres, styles, and eras, providing the model with a comprehensive understanding of songwriting patterns and conventions.
- Data Preprocessing: The raw lyrics are preprocessed to ensure consistency and compatibility with the AI model. This involves cleaning the text, removing irrelevant information, and standardizing formatting.
- Model Training: The AI model, often a recurrent neural network (RNN) or a transformer-based architecture, is trained on the preprocessed lyrics. During training, the model learns to identify and extract meaningful patterns from the lyrics, such as word order, syntactic structures, and thematic relationships.
- Lyric Generation: Once trained, the AI model can generate new lyrics by predicting the next word or phrase based on the context of the previous words. The model can also incorporate user-provided prompts or constraints, such as a specific genre, mood, or theme.
- Refinement and Evaluation: The generated lyrics may undergo further refinement by the user or by additional AI algorithms to improve their coherence, creativity, and adherence to the desired style or genre.
Should You Use AI for Lyrics Generation?
The biggest question is: Should You Use AI for Lyrics Generation? Well, using AI to enhance your work is not a bad thing. It's a tool that people make to make their lives easier.
That is it. You are the creative person behind it, and you have the final choice of changing the output as much as you like. With that in mind, let's talk a bit more about the advantages and disadvantages of artificial intelligence lyric generators.
Advantages of artificial intelligence lyric generators
- Overcoming Writer's Block: AI can provide a fresh perspective and spark new ideas, helping songwriters get past creative hurdles. Almost all of us on the creative side of things have these blocks from time to time, so using a very powerful tool might help you.
- Experimentation and Exploration: AI allows songwriters to venture into unfamiliar genres or styles without the need for extensive prior knowledge. And I believe that every creative person should go on adventures to find new tastes like Willi Wonka did when he looked for new flavors for chocolates. You might even find some Oompa Loompa's
- Rapid Prototyping: AI can quickly generate initial drafts of lyrics, freeing up songwriters to focus on refining and polishing the content. So, making the draft is your toughest or the most boring part as a lyric writer; these tools might be your saving grace.
Despite their potential, AI lyric generators also have limitations:
- Quality and Consistency: The quality of generated lyrics can vary depending on the training data, model architecture, and user input. It's a common issue in the AI industry. If you feed only one kind of data, it can even be biased for that. It's not just an AI kinda issue; the same thing happens to humans as well.
- Creative Control: AI may produce lyrics that lack the personal touch and emotional depth that human songwriters can bring. This is also a huge issue with AI-generated content in general. Soulessness is what separates humans from these machines. Even if one day, AI reaches the full Artificial General Intelligence (AGI) level, it still might not be able to be a human.
- Overreliance on AI: Excessive reliance on AI can hinder the development of a songwriter's own creative skills. This is bad when you keep using an automated tool. You might lose the ability to do that task without it. Don't rely or depend on anything too much.
What is Google DeepMind's Lyria Model?
Do you remember when Google DeepMind and YouTube collaborated and made the DreamTrack feature for their YouTube shorts platform? Did you see how easy it was whenever we gave it some instructions?
It made lyrics and music to the artist's voice we selected. Behind that, there was a model that powered that, and one day, it will change the way music is produced. It's Lyria, an AI music generation model.
Chanuka Nadun Perera
Google DeepMind's Lyria is an AI music generation model that can create high-quality music with instrumentals and vocals. It can perform transformation and continuation tasks, giving users more subtle control of the output's style and performance. It's like we are making our favorite artist sing the song however we like.
Lyria is still under development, but it has already been used to create various impressive musical pieces.
Chanuka Nadun Perera
For example, it has been used to generate songs in the style of popular artists such as Demi Lovato, T-Pain, and Troye Sivan. It has also been used to create new melodies, harmonies, and rhythms.
Google DeepMind is currently trialing Lyria in an experiment called Dream Track, which is designed to test new ways for artists to connect with their fans. The experiment allows users to create their own songs using Lyria and then share them with their friends and followers.
Lyria has the potential to revolutionize the way music is created and consumed. It could make it easier for people to create their own music, and it could also lead to the development of new and innovative musical styles. Some YouTube shorts creators have already got the chance to use it, and it's wild and pretty cool at the same time.
Here are some of the key features of Lyria:
- High-quality music generation: Lyria can generate music that is indistinguishable from human-created music.
- Versatility: Lyria can generate music in a variety of styles, including pop, rock, jazz, and classical.
- Controllable creativity: Users can control the style, mood, and tempo of the generated music.
- Real-time generation: Lyria can generate music in real-time, making it a powerful tool for live performance and improvisation.
Personally, I am excited to see what the future holds for Lyria and AI music generation. Especially when a large company is involved in this, they have to figure out a lot of things like copyrights. If they succeed, this will open gates for others to come to that market as well. That's why I always say AI is changing the way we live, whether we like it or not.
What is Google MusicLM?
MusicLM is a groundbreaking AI tool developed by Google AI that can transform simple text descriptions into extraordinary musical masterpieces. They announced this in January 2023 through their AI test kitchen.
MusicLM utilizes the power of sequence-to-sequence modeling to generate high-fidelity music at a constant 24 kHz, seamlessly producing pieces that last for several minutes.
MusicLM's capabilities extend far beyond merely replicating existing musical styles. It can generate entirely original compositions, adhering to complex text descriptions that specify genre, mood, instrumentation, and even specific musical elements like melodies and harmonies.
The model's training dataset comprises an extensive collection of 280,000 hours of music, enabling it to grasp the nuances of human musical expression and produce technically sound and emotionally resonant pieces.
But MusicLM is still under development, and it has already demonstrated remarkable capabilities in generating high-quality music from text descriptions. You can give it a shot, too, by signing through here.
Top AI Music Generators in 2023
These are some of the best AI-powered music generators out there. Try these tools and find what soots you need best. Most of these tools have free tiers (free to use) as well, so have fun.
Riffusion
Riffusion is a powerful AI-powered music creation platform that can help you generate lyrics, melodies, and chords. It has a wide range of features, including the ability to create songs in different genres, styles, and tempos. You can also use Riffusion to collaborate with other musicians on songs, and it even has a built-in music production tool.
Beatopia
Beatopia is another great AI lyric generator that is known for its ability to create catchy and memorable hooks. It is also very easy to use, and you can get started with it in just a few minutes. Beatopia is a great option for songwriters who are looking for a quick and easy way to generate new ideas.
Junia
Junia is a powerful AI lyric generator that can help you generate lyrics in a variety of styles, including pop, rock, hip-hop, and country. It is also very versatile, and you can use it to generate lyrics for any type of song, including love songs, breakup songs, and party anthems.
Songwriting AI
Songwriting AI is a great AI lyric generator for songwriters who want to create music in any genre. It can help you generate lyrics, melodies, and chords. Songwriting AI is also very versatile, and you can use it to generate music for any type of song, including love songs, breakup songs, and party anthems.
MuseNet
Musenet is an advanced AI-driven music generator developed by OpenAI. It's designed to create compositions across various genres and can even blend styles for unique outputs.
It's designed to create compositions across various genres and can even blend styles for unique outputs. It's not a direct AI lyrics generator but can help you generate melodies, chords, and lyrics.
There are many tools like Rytr, Jasper AI, AIVA,Splash Music, Chirp. You can give it a shot.
Did these tools help you to your songwriting process? If you use any of these tools and make some music, send it to us. We love to listen to some good new songs.
