In the film "Her", voice interaction becomes a universal way of interaction: the lonely writer Theodore, a voice-controlled portable computing device, uses voice to write touching letters to appease the injured, and also finds " robot girlfriend" Samantha.
As a lazy person, every time I watch this movie, I am full of expectations for voice interaction. Is this day really so far? Is it true that the robotic girlfriend is going to the film in 2025? I also found out that the CTO of the door asked, Lei Xin (ke), (pu).
It takes a few steps to make Samantha.
To build a robot like Samantha is essentially to build a natural voice-based operating system. The most important work behind this should be natural voice interaction, including: speech recognition, semantic understanding, information search, and speech synthesis.
Simulating a fascinating sound like Samantha is speech synthesis. This process can be understood as the reverse process of speech recognition. There are a lot of open source projects, and simple synthesis is not difficult, but if you want to synthesize high-quality specific people's voice, you need a lot of engineering optimization and customization.
With only the primary skills of speech recognition, semantic analysis, and speech synthesis, Samantha must be like a female actor in a general Korean drama, with a high value and a low IQ. To be really flattering, you need natural language search and intelligent recommendation of these high-level skills.
This looks pretty abstract, and it's easy to understand a few examples.
Speech recognition: Voice input method, WeChat voice to text is the most typical case.
Semantic understanding: Siri, Microsoft Xiao Bing, Xiaona are typical cases.
Natural voice search: For example, a voice question and search displayed in the Moto360 video of the Ticwear system.
Smart recommendation: I haven't seen any obvious cases. I'm taking the initiative to provide advice like Hersaman, which is a bit difficult. Google is also doing this now, for example, when you reach a location, you will actively recommend some information you may need.
What are the difficulties in creating Samantha?
It is certainly not an easy task to create Samantha. There are still many problems to be solved.
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