[Speex-dev] Speech detection in preprocessor with echo
tgrand at canvaslink.com
Mon Jun 20 11:40:30 PDT 2005
I think you'll have to modify Speex to get the functionality you're
looking for. I've made a few simple modifications to the AGC to prevent
it from 1) exceeding a specified level of amplification and 2) enable
and disable adaptation, so I can freeze it at a certain level while
speech is not detected. It's mostly just a matter of doing this at the
end of speex_compute_agc():
agc_gain = st->agc_level/st->loudness2;
/*fprintf (stderr, "%f %f %f %f\n", active_bands, st->loudness, st->loudness2, agc_gain);*/
if (agc_gain>st->agc_max_gain) /* was 200 */
agc_gain = st->agc_max_gain; /* was 200*/
agc_gain = st->agc_gain;
st->agc_gain = agc_gain;
and adding a few items to speex_preprocess_ctl() and the state struct.
(I control these things at the application level.. you may wish to
control them from within the preprocessor if you're using the
Anyway, if you can figure out what's going on with the variables you
named, I'm sure you can make the necessary modifications to do what
you've asked for. I think the preprocessor in general needs a little
tweaking like this to work well in various real-world situations, but
I'm not sure how much of this Jean-Marc wants to incorporate into
Speex vs. leave to application developers.
Thorvald Natvig <speex at natvig.com> wrote:
> Echo cancellation works like a charm, but it seems to confuse the
> preprocessor a bit.
> If listening to background music (properly fed through the echo
> cancellator), the music is removed but the result is still detected as
> speech even if almost silence remains in the signal.
> Also, the AGC keeps adjusting to the minute remains in the signal, meaning
> that sooner or later it will amplify the remains enough that it's clearly
> audible on the other side. If I cough or say a word, the AGC readjusts and
> all is fine.
> Looking at the members of the speex_preprocess structure, I see that
> during these long periods of "silence" (only the background music or
> only the other end talking while I shut up):
> - Zlast (which looks like a SNR variable) is at 0.05-0.2, but jumps up
> above 1.0 if I actually say something.
> - loudness2 keeps decreasing from the "normal" of ~6000 to 1000 or so, at
> which point the residual echo is amplified enough that it's clearly
> audible at the other end. If I say something, it adjusts.
> - speech_prob is at 0.999 or 1.000 as long as the other end talks.
> This is all with up-to-date SVN version of speex, and in a fairly noisy
> environment (it's hot, so I have the window open, so passing cars on the
> nearby road are quite audible, as is my air cleaner).
> Is there something I can do to tune this away, a way to tell the AGC to
> never go that low, and a way to tell the speech detector that echo remains
> are not speech?
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> Speex-dev at xiph.org
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