Showing posts with label speech recognition. Show all posts
Showing posts with label speech recognition. Show all posts

Saturday, December 9, 2017

Poor man's voice web browsing for Windows

Now, if you read my post on voice recognition for your Linux virtual machine, there's no reason why you cannot take the same elements, sans the virtual machine, and have your own custom voice-recognition command center facility in native Windows.

Microsoft's own speech recognition is already there, free, and its "show numbers" feature surpasses anything that Dragon NaturallySpeaking has to offer (as far as I'm aware of; I'm still on version 11). However, for whatever reason, you may one day want to browse the web, or do whatever else, using your own commands. Glovepie can leverage the OS' speech module. Why not avail yourself of free tools? My offered solution might work for you.

Saturday, March 9, 2013

Speech recognition settings tests


Always in the quest for better performance, I decided to fiddle around with the various audio settings available for speech recognition and see if any of them yielded better results.

Base system (unless noted otherwise):

Core i5 760 no overclock, 4 gig ram, Gigabyte GA-P55-USB3 motherboard
Win 7
Dragon NaturallySpeaking 11.0
Andrea PureAudio USB soundpod external soundcard
VXI microphone

Methodology:


A new user with only the initial training
Same text: National Geographic magazine November 2005 page 1: Who Knew?
Change a variable
Compare number of misrecognitions on each variable change
If uncertain, repeat


Raw data:


# of misrecognitions
Nc= noise cancellation
Nonc= no noice cancellation

30 Micro boost


NC
25
Nonc
30
Nc vxi
21
Nc+ LB
32+

0 boost


Regular
41
A NC
40
Vxi
23
NC Vxi
21

Vxi dif Lmodel
18
+NC
29


Andrea
27
Vxi
14
Vxi Nc
15

Other text


Vxi
28
Vxi nc
26
Vxi dif Lmodel
22
Vxi dif Lmodel NC
23

  

VXI Within a virtual machine


Out
15
VM
15

Vxi dif Lmodel 10db boost


Vxi
24
Vxi Nc
21

vxi

 

Dragon trained
10
Win7 Speech recognition no training
40

Acoustic adaptation


Pre optimized
13
Post
44
Post round#2
14


Conclusions:

  • A sound pod is better than integrated sound
  • Microphone boost, software noise cancellation and surround settings are best left alone
  • The VXI microphone is way better than my old Andrea NC8
  • From the get go, Dragon NaturallySpeaking is better than Windows speech recognition
  • There is no impact on using it within a virtual machine
  • Training the software and correcting misrecognitions works, though I've had mixed results with the acoustic adaptation feature
  • Just from personal experience, there are limits to training: some misrecognitions will always remain