Google divulges Translatotron-First Speech-to-Speech Translation System

Google divulges Translatotron-First Speech-to-Speech Translation System

What would you feel if you heard yourself speaking another language that you hardly know? Well, it is something that Google wants to make possible in reality. The search engine giant has again come up with some new technology called Translatotron.


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Translatotron is the first end-to-end model that can directly translate speech from one language into another.

https://lh5.googleusercontent.com/rXn3GYjCrz26wGf2XhQ2SJPmhooL1BRdNIXKrQGSV7f__enK5WEAhbCpJCEEmtQgseFmUlFlzxmwELoej2fTAfowL35piV4A8UKCr1iHkzvTJgkh1LK2473uyisU2DAB28_c1oHF

IMG SRC: techexplorist

Yes, now the user just needs to say a sentence or a word in their own mother tongue language and choose whichever language they want to translate the speech. In return google, Translatotron will respond in the language which the user actually wants. Not only it will respond verbally but also maintain the speaker's voice and tempo. Isn't it Interesting!!

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Ye Jia and Ron Weiss, software engineers at Google Artificial Intelligence (AI) explains the working of Translatotron in a blog that

"Translatotron refers to  a sequence-to-sequence network which takes origin spectrograms i.e. a visual representation of frequencies as input and generates spectrograms of the translated content in the target language or output."

https://lh3.googleusercontent.com/UYGGTmReNXvZsgMKG0UNs07o49u4nIGJwIy2LYW7jMc6DQYMIE2OzgC1qypDrC7y2RZGIM2IWTv_0WueI5aAzitvVqs6SpfZV7vk1bSe399DOHm4n8NHAvHYaG9Ip0GxD2NUpQM4

IMG SRC:google ai blog

To those unaware, a spectrogram is an optical representation of the signal strength, or “loudness”, of a signal over time at various frequencies present in a  waveform.

What it will offer:

Translatotron will offer quicker interface speed, reduce the number of translation errors that occur during the transcription sequence and retain the voice of the original speaker.

https://lh3.googleusercontent.com/GJky1WfNRRKGJ7E7gHlyxq2crg3lPto4dPgFxCWj6wzaSorC_z3ycYQ39OyTUvHk8csvsalMrtltTpk6MCOQ_7GU22g0zPlgCF9_tarSd9JeD2YS41SSxLmRpPlTtLjKWh7UhHBF

IMG SRC: android central.com

The results of Google's demonstration of the translation system for now is lagging behind a conventional internal text conversion system, but the search engine giant said it has "demonstrated the feasibility of the end-to-end direct speech-to-speech translation".

Let's hope that this work can serve as a starting point for future research on end-to-end speech-to-speech translation systems...

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