|
|
@@ -1,5 +1,24 @@
|
|
|
+# Get Started
|
|
|
+To use this example, please execute the first stage of run.sh first to obtain the prepared data and pre-trained models:
|
|
|
+```shell
|
|
|
+sh run.sh --stage 0 --stop_stage 0
|
|
|
+```
|
|
|
+Then, you can execute unit_test.py to check the correctness of code:
|
|
|
+```shell
|
|
|
+python unit_test.py
|
|
|
+# you will get the results:
|
|
|
+[{'key': 'R8002_M8002_MS802-S0000_0000000_0001600', 'value': 'spk1 [(0.0, 8.88), (10.72, 11.92), (12.64, 15.2)]\nspk2 [(8.8, 9.76)]\nspk3 [(9.6, 10.96), (15.12, 15.68)]\nspk4 [(11.12, 12.72)]'}]
|
|
|
+[{'key': 'R8002_M8002_MS802-S0000_0000000_0001600', 'value': 'spk1 [(0.0, 8.88), (10.72, 11.92), (12.64, 15.2)]\nspk2 [(8.8, 9.76)]\nspk3 [(9.6, 10.96), (15.12, 15.68)]\nspk4 [(11.12, 12.72)]'}]
|
|
|
+[{'key': 'R8002_M8002_MS802-S0000_0000000_0001600', 'value': 'spk1 [(0.0, 8.88), (10.72, 11.92), (12.64, 15.2)]\nspk2 [(8.8, 9.76)]\nspk3 [(9.6, 10.88), (15.12, 15.68)]\nspk4 [(11.12, 12.72)]'}]
|
|
|
+[{'key': 'test0', 'value': 'spk1 [(0.0, 8.88), (10.64, 15.2)]\nspk2 [(8.88, 9.84)]\nspk3 [(9.6, 11.04), (15.12, 15.68)]\nspk4 [(11.2, 11.76)]'}]
|
|
|
+```
|
|
|
+You can also execute run.sh to reproduce the diarization performance reported in [1]
|
|
|
+```shell
|
|
|
+sh run.sh --stage 1 --stop_stage 2
|
|
|
+```
|
|
|
+
|
|
|
# Results
|
|
|
-You will get a DER about 4.21%, which is reported in [1], Table 6, line "SOND Oracle Profile".
|
|
|
+After executing "run.sh", you will get a DER about 4.21%, which is reported in [1], Table 6, line "SOND Oracle Profile".
|
|
|
|
|
|
# Reference
|
|
|
[1] Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis, Zhihao Du, Shiliang Zhang,
|
志浩