From 12a5f426efcb4cf4b42e20186d679ac0d249ab92 Mon Sep 17 00:00:00 2001
From: FBurkhardt <fburkhardt@audeering.com>
Date: Thu, 27 Jun 2024 15:13:10 +0200
Subject: [PATCH] update

---
 CHANGELOG.md                    | 5 +++++
 nkululeko/constants.py          | 2 +-
 nkululeko/demo_predictor.py     | 6 ++++--
 nkululeko/reporting/reporter.py | 4 ++--
 tests/exp_emodb-aug_os_xgb.ini  | 2 ++
 tests/exp_emodb_os_mlp.ini      | 2 +-
 tests/exp_emodb_os_xgb.ini      | 2 +-
 7 files changed, 16 insertions(+), 7 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 90b8f131..ca95dd0a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,11 @@
 Changelog
 =========
 
+Version 0.88.3
+--------------
+* fixed bug in false uncertainty estimation
+* changed demo live recording
+
 Version 0.88.2
 --------------
 * changed combine speaker results to show speakers not samples
diff --git a/nkululeko/constants.py b/nkululeko/constants.py
index 7c6b4cfb..783a4a34 100644
--- a/nkululeko/constants.py
+++ b/nkululeko/constants.py
@@ -1,2 +1,2 @@
-VERSION="0.88.2"
+VERSION="0.88.3"
 SAMPLING_RATE = 16000
diff --git a/nkululeko/demo_predictor.py b/nkululeko/demo_predictor.py
index d6e38cfe..006bbd9b 100644
--- a/nkululeko/demo_predictor.py
+++ b/nkululeko/demo_predictor.py
@@ -72,9 +72,11 @@ def run_demo(self):
                 else:
                     self.util.debug(df_res)
         else:
-            while True:
+            answer = input("want to record y/n?")
+            while answer == "y":
                 signal = self.record_audio(3)
                 self.predict_signal(signal, self.sr)
+                answer = input("want to record y/n?")
 
     #            self.play_audio(signal)
 
@@ -109,7 +111,7 @@ def predict_signal(self, signal, sr):
     def record_audio(self, seconds):
         import sounddevice as sd
 
-        print("recording ...")
+        print("recording ...", flush=True)
         y = sd.rec(int(seconds * self.sr), samplerate=self.sr, channels=1)
         sd.wait()
         y = y.T
diff --git a/nkululeko/reporting/reporter.py b/nkululeko/reporting/reporter.py
index 33334bd2..1f3dab0d 100644
--- a/nkululeko/reporting/reporter.py
+++ b/nkululeko/reporting/reporter.py
@@ -144,10 +144,10 @@ def print_probabilities(self):
             and "uncertainty" not in self.probas
         ):
             probas = self.probas
-            probas["predicted"] = self.preds
-            probas["truth"] = self.truths
             # softmax the probabilities or logits
             uncertainty = probas.apply(softmax, axis=1)
+            probas["predicted"] = self.preds
+            probas["truth"] = self.truths
             try:
                 le = glob_conf.label_encoder
                 mapping = dict(zip(le.classes_, range(len(le.classes_))))
diff --git a/tests/exp_emodb-aug_os_xgb.ini b/tests/exp_emodb-aug_os_xgb.ini
index a11fd121..b8e760b8 100644
--- a/tests/exp_emodb-aug_os_xgb.ini
+++ b/tests/exp_emodb-aug_os_xgb.ini
@@ -17,6 +17,8 @@ augmented.split_strategy = train
 emodb.mapping = {'anger':'angry', 'happiness':'happy', 'sadness':'sad', 'neutral':'neutral'}
 labels = ['angry', 'happy', 'neutral', 'sad']
 target = emotion
+[AUGMENT]
+augment = ['traditional']
 [FEATS]
 type = ['os']
 scale = standard
diff --git a/tests/exp_emodb_os_mlp.ini b/tests/exp_emodb_os_mlp.ini
index dae05440..ff060f6e 100644
--- a/tests/exp_emodb_os_mlp.ini
+++ b/tests/exp_emodb_os_mlp.ini
@@ -11,7 +11,7 @@ emodb.split_strategy = specified
 emodb.test_tables = ['emotion.categories.test.gold_standard']
 emodb.train_tables = ['emotion.categories.train.gold_standard']
 target = emotion
-labels = ['anger', 'happiness', 'sadness', 'fear']
+labels = ['anger', 'happiness']
 #no_reuse = True
 [FEATS]
 type = ['os']
diff --git a/tests/exp_emodb_os_xgb.ini b/tests/exp_emodb_os_xgb.ini
index 398ad013..bfdf5a4e 100644
--- a/tests/exp_emodb_os_xgb.ini
+++ b/tests/exp_emodb_os_xgb.ini
@@ -17,7 +17,7 @@ target = emotion
 type = ['os']
 store_format = csv 
 scale = standard
-no_reuse = True
+#no_reuse = True
 [MODEL]
 type = xgb
 [PLOT]