The above process reduces the vocabulary to 70,731 from 71,153. We performed this process on top 1000 most-occurring ending words based on our understanding of Hindi langauge. Since our dataset is in the romanized script, we grouped the words by manually mapping a word’s ending character with it’s corresponding sound in Devanagri script to account for variation. E.g., the Hindi word for “we” can be written as “humein”, “hume”, and “humey” in romanized version. Though it is trivial to group together words in the original script of a language, the machine-translated version of a language may result in varying ending letters. Hence, we group the words based on the last syllable in our corpus.
For e.g., “Colonel” is pronounced as “k ernl” by skipping the character “l” and adding new sounds in English, whereas in Hindi “Colonel” is written as “karnal”, whose character’s sounds aligns with it’s pronunciation. As opposed to English, all the characters sound corresponds to a word pronunciation in Hindi. To generate lyrics with rhyming schemes, we need to apply a grouping technique to collect words with similar ending sounds. ( 2018)) we have introduced an unique approach to account for rhyming patterns in Hindi language. ( 2015), Peterson ( 2019)) and Chinese languages ( Wu et al. Since majority of the work is conducted in English ( Potash et al. Such properties distinguish normal text from lyrics/songs. Apart from utilizing the power of text generation models to capture context, Bollyrics capture the song structure (i.e., account for the number of paragraphs and lines), and rhythmic patterns (E.g., AABB, ABBA, ABCD) to generate a particular song. Hence, we approach our problem as a text generation task. These models have shown promising results in generating human-readable and semantically significant creative content. ( 2020) to generate human-like texts by training billions of parameters and text documents. Researchers have developed highly advanced language models such as BERT Devlin et al. It means to us that we are on the right track and should improve our product in the exact way we did before.With the advent of deep learning in natural language processing, machines learn and predict the context with high precision. Its great to see that the community like the rhyme program we created. Using the app, you can rhyme where ever you want to.
Lyrics generator android#
Its recommendable to check out our android and ios app. So, enjoy searching using our rhyme engine and improve your lyrics or poems with some freaky rhymes. If you type in search words having four to six syllables, it starts to create crazy results.
Lyrics generator full#
But it's not showing the full potential of our rhyme generator. Our rhyming dictionary provides good results for such small search terms as well. Most people are searching for one to three syllable words. At the moment we are supporting US-English rhymes. Our rhymer uses a special rhyme definition, which produces more harmonic rhyming words than normal rhyme machines.
Lyrics generator generator#
If you would like to know what rhymes with some words of your poem, our rhyme generator knows probably a lot of inspiering answers. Here is an example for you, to fully understand what kind of rhymes we are using.Įither you would like to find nursery rhymes or looking for a proper rhyme dictionary for your rap songs, this app gives you words that rhyme for all kind of search requests up to 6 syllables. Our multi syllable rhyme generator is programmed to provide variety of rhymes for all kind of search requests. If you are bored from other "simple" rhyme generators, we have something interesting to you. A double-rhyme is a special kind of rhymes.