diff --git a/tests/paper_worked_example.py b/tests/paper_worked_example.py
index 617875b..cc9b438 100644
--- a/tests/paper_worked_example.py
+++ b/tests/paper_worked_example.py
@@ -307,7 +307,7 @@ def SegmentMetadata_patch(self) -> Dict[str, Any]:
 dataset.segment_into_units()
 
 for voc in dataset.vocs.index:
-    dataset.plot_voc_seg(voc)
+    dataset.plot_segments(voc)
 
 
 # %%
diff --git a/tests/scratchpad.py b/tests/scratchpad.py
index 43b9920..577d57a 100644
--- a/tests/scratchpad.py
+++ b/tests/scratchpad.py
@@ -152,7 +152,7 @@
 dataset.segment_into_units()
 
 for voc in dataset.vocs.index:
-    dataset.plot_voc_seg(voc)
+    dataset.plot_segments(voc)
 
 
 # %%
diff --git a/tests/test_pipeline/test_bengalese_finch.py b/tests/test_pipeline/test_bengalese_finch.py
index ef47ec4..80a6ca7 100644
--- a/tests/test_pipeline/test_bengalese_finch.py
+++ b/tests/test_pipeline/test_bengalese_finch.py
@@ -48,7 +48,15 @@ def files_to_segment(DIRS):
 @pytest.fixture()
 def new_dataset(DIRS):
     params = Parameters(
-        sr=32000, top_dB=125, lowcut=200, highcut=11000, dereverb=True
+        sr=32000,
+        window_length=256,
+        hop_length=128,
+        fft_size=2048,
+        top_dB=110,
+        num_mel_bins=224,
+        lowcut=0,
+        highcut=11000,
+        dereverb=False,
     )
     new_dataset = KantoData(
         DATASET_ID,
@@ -150,7 +158,15 @@ def bf_data_test_manual():
     )
 
     params = Parameters(
-        sr=32000, top_dB=130, lowcut=200, highcut=11000, dereverb=True
+        sr=32000,
+        window_length=256,
+        hop_length=128,
+        fft_size=2048,
+        top_dB=110,
+        num_mel_bins=224,
+        lowcut=0,
+        highcut=11000,
+        dereverb=False,
     )
     dataset = KantoData(
         DATASET_ID,
@@ -163,14 +179,8 @@ def bf_data_test_manual():
     out_dir = DIRS.DATA / "datasets" / DATASET_ID / f"{DATASET_ID}.db"
     dataset = pickle.load(open(out_dir, "rb"))
     dataset.segment_into_units()
-
     dataset.parameters.update(song_level=False)
     dataset.get_units()
-
-    dataset.reload()
-    dataset.parameters.update(song_level=False)
     dataset.cluster_ids(min_sample=5)
-
-    dataset.parameters.update(song_level=False)
     dataset.prepare_interactive_data()
     dataset.open_label_app()
diff --git a/tests/test_pipeline/test_storm_petrel.py b/tests/test_pipeline/test_storm_petrel.py
index 9004b82..ee90a71 100644
--- a/tests/test_pipeline/test_storm_petrel.py
+++ b/tests/test_pipeline/test_storm_petrel.py
@@ -208,4 +208,4 @@ def bf_data_test_manual():
     dataset.open_label_app()
 
     for voc in dataset.vocs.index[:2]:
-        dataset.plot_voc_seg(voc)
+        dataset.plot_segments(voc)