[hts-users:02584] HMGenS problem in Speaker dependent training STRAIGHT demo
- Subject: [hts-users:02584] HMGenS problem in Speaker dependent training STRAIGHT demo
- From: "Lee Siu Wa Yvonne" <swylee@xxxxxxxxxxxxxxxxx>
- Date: Wed, 11 Aug 2010 14:44:47 +0800
- Delivered-to: hts-users@xxxxxxxxxxxxxxx
- Thread-index: Acs5ILC9Q3iewX3uQmGkUfB4J1uSqg==
- Thread-topic: HMGenS problem in Speaker dependent training STRAIGHT demo
Dear all,
I have been using the Speaker dependent training demo (STRAIGHT version, English), together with STRAIGHTV40. No modification is done, except some minor path settings for STRAIGHT. The demo runs smoothly. However, during the generation of speech parameter sequences (stc) (HMGenS step), all output speech files have error with output probability 0 and the demo eventually stops. Does anyone have ideas on how to solve it? and the reason(s) for producing such extremely small probability?
I understand that this has been reported previously ([hts-users:02533] and [hts-users:02501]), but there is no proper solution yet.
The following is the part of the log:
Generating Label alice01.lab
Total number of frames = 3477
PdfStream[1]: 3477 frames
PdfStream[2]: 2387 frames
PdfStream[3]: 3477 frames
Parameter generation considering global variance (GV)
Optimization=NEWTON step size (init=1.000, inc=1.20, dec=0.50)
HMM weight=1.00, GV weight=1.00
Stream: 1
Feature: all
Iteration 1: GV Obj = 1.136727e+02 (HMM:1.136727e+02 GV:-3.911425e-27)
...
Iteration 15: GV Obj = 1.137496e+02 (HMM:1.139944e+02 GV:-2.448455e-01) Change = -0.002048
Converged (norm=1.202513e+02, change=2.047694e-03).
Stream: 2
Feature: all
Iteration 1: GV Obj = 1.214594e+03 (HMM:1.214594e+03 GV:-1.581593e-30)
...
Iteration 41: GV Obj = 1.214610e+03 (HMM:1.214610e+03 GV:-3.443668e-04) Change = 0.000052
Converged (norm=3.509606e-01, change=5.201333e-05).
Stream: 3
Feature: all
Iteration 1: GV Obj = 1.183291e+01 (HMM:1.183291e+01 GV:-3.393086e-28)
...
Iteration 7: GV Obj = 1.183271e+01 (HMM:1.183504e+01 GV:-2.331531e-03) Change = -0.000205
Converged (norm=1.347374e+02, change=2.052993e-04).
WARNING [-9999] OutProb: output prob at frame 10 is 0.0 in /usr/local/HTS-2.1.1/bin/HMGenS
WARNING [-9999] OutProb: output prob at frame 11 is 0.0 in /usr/local/HTS-2.1.1/bin/HMGenS
WARNING [-9999] OutProb: output prob at frame 12 is 0.0 in /usr/local/HTS-2.1.1/bin/HMGenS
...
Pruning-On[1500.0 100.0 5000.0]
Generating Label alice01.lab
Total number of frames = 3477
PdfStream[1]: 3477 frames
PdfStream[2]: 2387 frames
PdfStream[3]: 3477 frames
EM-based parameter generation (Hidden: MIX, STATE)
WARNING [-7324] StepBack: Bad data or over pruning
in /usr/local/HTS-2.1.1/bin/HMGenS
WARNING [-9999] ParamGen: failed to compute output prob in /usr/local/HTS-2.1.1/bin/HMGenS
Iteration 1: Average LogP = -2.876043e+06
Error in /usr/local/HTS-2.1.1/bin/HMGenS ....
Please help. Thank you very much.
Regards,
LEE Siu Wa
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