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Google’s new voice recognition system works instantly and offline (Pixel only)

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Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#111
post #19
post #6

Google AI blog: https://ai.googleblog.com/2019/03/an-all-neural-on-device-sp... arXiv: https://arxiv.org/abs/1811.06621

Interesting that they're using RNN transducer. I thought everyone's moved to CNN lately.

DeepSpeech 3 from Baidu also uses transducers. http://research.baidu.com/Blog/index-view?id=90.

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#112
post #100
post #41

Call me when it can figure out my wife's Italian name, pronounced correctly :-(

Downvoter(s): sorry, but it's true. Google can't figure out my wife's name, which is pretty freaking lame, as she's the person I interact with the most in terms of sending messages and emails and whatnot.

Perhaps check if this could work for you?

https://www.google.com/amp/s/www.howtogeek.com/340108/how-to...

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#113
These end-to-end speech recognition systems are very intriguing. One major limitation is that since they don't model phonetics, they have no great way to deal with highly irregular orthography that doesn't show up in the training data. For example, there is no great way for the system to learn that the pronunciation "black" can be spelled "6LACK" sometimes.

The paper on arXiv goes into how they deal with this. Basically they run a traditional WFST decoder over the output of the RNN-T to take spelling context into account. Still, it's impressive how far the neural system can get with no explicit lexicon or acoustic modeling in general.

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#114

Earlier quoted context omitted.

Another benefit is privacy, this eliminates an entire set of potentially personal data from being handed off to Google.

Gboard is governed by Google's catch all privacy policy, that allows them to gather all data and mine everything. If you have an android device with Google services and a firewall, you'll see that the device is constantly phoning home, which is also noted in the privacy policy. This does nothing for privacy, rather than provide the illusion of privacy.

Gboard uses differential privacy.

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#115
post #43

Finally google has caught up to 1997: https://en.wikipedia.org/wiki/Dragon_NaturallySpeaking Sure it might work better now, but that's expected when computers are much more powerful than a pentium 100 with 32MB of RAM. Uploading voice to google servers for processing was always just a data grab.

[deleted]

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#116
post #42
post #34

Earlier quoted context omitted.

Google Maps has an excellent offline mode on iOS and Android. I wish Apple Maps had that too.

If only it didn't force-expire downloaded maps after a while...

I get a popup/notification once a month or so, when on wifi. It just asks if I want an update. There are settings to automatically update offline maps and one to control the automatic downloading of offline maps.

Seems pretty reasonable to me, after all roads do change over time.

My main motivation is to make nav less bandwidth intensive (I pay per GB with Google FI) and to ensure I have maps even if I don't have a good data connection.

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#117
post #42

Earlier quoted context omitted.

If only it didn't force-expire downloaded maps after a while...

My offline maps expire in years, not in months or weeks. I'm not sure that's a huge issue, roads change over time and eventually maps will be so old that they are harmful.

On my Pixel 3 it's more like a month. All expired in the next few weeks, when I updated one it moved the expiration date to 4 weeks into the future.

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#118
post #72
post #67

Earlier quoted context omitted.

Yes

That's stupid. I do offline maps mainly for the times when I don't have a good connection. It makes no sense to lose the maps when you are spending an extended amount of time off-grid. That's exactly when you need offline maps.

I suspect very very few people pay to have a smart phone and don't get it on WAN or wifi at least once a month.

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#119
post #34

Earlier quoted context omitted.

Google Maps has an excellent offline mode on iOS and Android. I wish Apple Maps had that too.

It's one of those features that makes one think... Why am I being notified about this at all? Can't this be taken care of without my input?

Yes, there's two settings in maps under offline maps. You can set it to auto update and download if you wish.

Re: Google’s new voice recognition system works instantly and offline (Pixel only)

#120
post #68
post #27

Earlier quoted context omitted.

On the other hand, when you can transcribe locally, uploading whole days worth of eavesropping would not cause a noticeable spike in traffic. I'd consider it more a lateral change than an improvement.

install a firewall (there are root/no root) options) and block google keyboard's internet access.

What if the data is send by something other than keyboard though? :)
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