14 jobs that could be automated within the next decade

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 Automation is firmly established in the workplace, and many businesses have benefited greatly from this rapidly evolving technology. Tedious, repetitive tasks—such as data entry and scheduling—that once ate up valuable hours in an employee’s day can now be streamlined with the right automation processes.

Now that the business world has seen the power of automation, the question has become, “What’s next?” The members of Forbes Technology Council are constantly looking out for new tech trends, and they believe the next jobs to be impacted by automation might not be the ones people expect.

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Amazon’s AI automatically dubs videos into other languages

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Ever wish you could automatically dub foreign film dialogue into another tongue? Amazon is on the case. In a paper published this week on the preprint server Arxiv.org, researchers from the tech giant detailed a novel “speech-to-speech” pipeline that taps AI to align translated speech with original speech and fine-tune speech duration before adding background noise and reverberation. They say that it improves the perceived naturalness of dubbing and highlights the relative importance of each proposed step.

As the paper’s coauthors note, automatic dubbing involves transcribing speech to text and translating that text into another language before generating speech from the translated text. The challenge isn’t simply conveying the same content of the source audio, but matching the original timbre, emotion, duration, prosody (i.e., patterns of rhythm and sound), background noise, and reverberation.

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Machine learning has been used to automatically translate long-lost languages

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Some languages that have never been deciphered could be the next ones to get the machine translation treatment.

In 1886, the British archaeologist Arthur Evans came across an ancient stone bearing a curious set of inscriptions in an unknown language. The stone came from the Mediterranean island of Crete, and Evans immediately traveled there to hunt for more evidence. He quickly found numerous stones and tablets bearing similar scripts and dated them from around 1400 BCE.

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Microsoft turns spoken English into spoken Mandarin – in the same voice

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Microsoft has posted a video with a complementary explanation of language translation that goes far past what we thought was currently possible.  The speaker explains and demonstrates improvements made to the machine understanding of his English words, which are automatically transcribed as he speaks. He then demonstrates having those words translated directly into Mandarin.

 

 

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