implementation of "DCCRN-Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement"
torch==1.6.0
asteroid==0.3.4
- change the "dns_home" of "conf.yml" to the dir of dns-datas
-dns_datas/
-clean/
-noise/
-noisy/
- run train.py on pycharm
valid set PESQ:
count 2400.000000
mean 3.379963
std 0.821623
min 1.063296
25% 2.748637
50% 3.600925
75% 4.087152
max 4.509835
synthetic test set PESQ:
count 150.000000
mean 2.679080
std 0.708341
min 1.245020
25% 2.104489
50% 2.679988
75% 3.271556
max 4.415321