Validation loss is too high

[jeungmin717]

Thanks Breizhn for sharing this amazing repository.

I followed step by step reading documentation.
By using train data from you provided ( breizhn/DNS-challenge repository)
I get validation loss around 49.29
training loss around 0.0014
epoch_lr : decreases from 0.0010 to 1.5259e-08

The validation loss is over too high.
I don't think the data is corrupt, since I am using the same training_data repository you provided.
Can I get some hint or help? How can I get correct validation loss .

Thanks in advance.

---

noisyspeech_synthesizer.cfg I used. didn't change a thing

sampling_rate: 16000
audioformat: *.wav
audio_length: 30
silence_length: 0.2
total_hours: 500
snr_lower: -5
snr_upper: 25
randomize_snr: True
target_level_lower: -35
target_level_upper: -15
total_snrlevels: 31
clean_activity_threshold: 0.6
noise_activity_threshold: 0.0
fileindex_start: None
fileindex_end: None
is_test_set: False
noise_dir: ./datasets/noise
speech_dir: ./datasets/clean
noisy_destination: ./training_set/noisy
clean_destination: ./training_set/clean
noise_destination: ./training_set/noise
log_dir: ./logs

[steven8274]

Maybe you used an incompatible CUDA with your GPU.Check which versions of CUDA are compatible with your GPU, install the version which is compatible with the closet version of 2.2.0 tensorflow.Then change your tensorflow to that version at last.You can refer to my post:#69