Commit
·
c774b6d
1
Parent(s):
45e6546
up
Browse files
app.py
CHANGED
@@ -3,6 +3,7 @@ from pandas import read_csv
|
|
3 |
import os
|
4 |
import jiwer
|
5 |
from huggingface_hub import Repository
|
|
|
6 |
|
7 |
REFERENCE_NAME = "references"
|
8 |
SUBMISSION_NAME = "submissions"
|
@@ -59,41 +60,6 @@ all_submissions = [
|
|
59 |
if os.path.isdir(os.path.join(SUBMISSION_NAME, folder)) and folder != ".git"
|
60 |
]
|
61 |
|
62 |
-
all_results = read_csv(CSV_RESULTS_FILE)
|
63 |
-
evaluated_submissions = all_results["name"].values.tolist()
|
64 |
-
|
65 |
-
non_evaluated_submissions = set(all_submissions) - set(evaluated_submissions)
|
66 |
-
if len(non_evaluated_submissions) > 0:
|
67 |
-
for submission in non_evaluated_submissions:
|
68 |
-
print(f"Evaluate {submission}")
|
69 |
-
results = {"name": submission}
|
70 |
-
submitted_files = os.listdir(os.path.join(SUBMISSION_NAME, submission))
|
71 |
-
|
72 |
-
submitted_files = [f for f in submitted_files if f in EXPECTED_TEST_FILES]
|
73 |
-
|
74 |
-
if sorted(EXPECTED_TEST_FILES) != sorted(submitted_files):
|
75 |
-
raise ValueError(
|
76 |
-
f"{', '.join(submitted_files)} were submitted, but expected {', '.join(EXPECTED_TEST_FILES)}"
|
77 |
-
)
|
78 |
-
|
79 |
-
for file in submitted_files:
|
80 |
-
ref_file = os.path.join(REFERENCE_NAME, file)
|
81 |
-
pred_file = os.path.join(SUBMISSION_NAME, submission, file)
|
82 |
-
|
83 |
-
wer = compute_wer(pred_file, ref_file)
|
84 |
-
results[file.split(".")[0]] = str(wer)
|
85 |
-
|
86 |
-
wer_values = [float(results[t]) for t in TEST_SETS]
|
87 |
-
all_wer = sum(wer_values) / len(wer_values)
|
88 |
-
|
89 |
-
results["esc-score"] = all_wer
|
90 |
-
all_results = all_results.append(results, ignore_index=True)
|
91 |
-
|
92 |
-
# save and upload new evaluated results
|
93 |
-
all_results.to_csv(CSV_RESULTS_FILE)
|
94 |
-
|
95 |
-
commit_url = reference_repo.push_to_hub()
|
96 |
-
print(commit_url)
|
97 |
|
98 |
COLUMN_NAMES = {
|
99 |
"librispeech-clean": "ls-clean",
|
@@ -109,7 +75,11 @@ COLUMN_NAMES = {
|
|
109 |
"switch-board": "swbd",
|
110 |
}
|
111 |
|
112 |
-
|
|
|
|
|
|
|
|
|
113 |
|
114 |
esc_column = table.pop("esc-score")
|
115 |
name_column = table.pop("name")
|
@@ -151,9 +121,45 @@ st.markdown("TODO: Add instructions ...")
|
|
151 |
|
152 |
# Using the "with" syntax
|
153 |
with st.form(key="my_form"):
|
154 |
-
text_input = st.text_input(label="Name")
|
155 |
uploaded_file = st.file_uploader("Choose a zip file")
|
156 |
submit_button = st.form_submit_button(label="Submit")
|
157 |
|
158 |
if submit_button:
|
159 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
3 |
import os
|
4 |
import jiwer
|
5 |
from huggingface_hub import Repository
|
6 |
+
import zipfile
|
7 |
|
8 |
REFERENCE_NAME = "references"
|
9 |
SUBMISSION_NAME = "submissions"
|
|
|
60 |
if os.path.isdir(os.path.join(SUBMISSION_NAME, folder)) and folder != ".git"
|
61 |
]
|
62 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
63 |
|
64 |
COLUMN_NAMES = {
|
65 |
"librispeech-clean": "ls-clean",
|
|
|
75 |
"switch-board": "swbd",
|
76 |
}
|
77 |
|
78 |
+
all_results = read_csv(CSV_RESULTS_FILE)
|
79 |
+
|
80 |
+
|
81 |
+
# Write table form CSV
|
82 |
+
table = all_results.copy()
|
83 |
|
84 |
esc_column = table.pop("esc-score")
|
85 |
name_column = table.pop("name")
|
|
|
121 |
|
122 |
# Using the "with" syntax
|
123 |
with st.form(key="my_form"):
|
|
|
124 |
uploaded_file = st.file_uploader("Choose a zip file")
|
125 |
submit_button = st.form_submit_button(label="Submit")
|
126 |
|
127 |
if submit_button:
|
128 |
+
if uploaded_file is None:
|
129 |
+
raise ValueError("Please make sure to have uploaded a zip file.")
|
130 |
+
|
131 |
+
submission = uploaded_file.name.split(".zip")[0]
|
132 |
+
with st.spinner(f"Uploading {submission}..."):
|
133 |
+
with zipfile.ZipFile(uploaded_file, 'r') as zip_ref:
|
134 |
+
zip_ref.extractall(submission_repo.local_dir)
|
135 |
+
submission_repo.push_to_hub()
|
136 |
+
|
137 |
+
with st.spinner(f"Computing ESC Score for {submission}..."):
|
138 |
+
results = {"name": submission}
|
139 |
+
submitted_files = os.listdir(os.path.join(SUBMISSION_NAME, submission))
|
140 |
+
|
141 |
+
submitted_files = [f for f in submitted_files if f in EXPECTED_TEST_FILES]
|
142 |
+
|
143 |
+
if sorted(EXPECTED_TEST_FILES) != sorted(submitted_files):
|
144 |
+
raise ValueError(
|
145 |
+
f"{', '.join(submitted_files)} were submitted, but expected {', '.join(EXPECTED_TEST_FILES)}"
|
146 |
+
)
|
147 |
+
|
148 |
+
for file in submitted_files:
|
149 |
+
ref_file = os.path.join(REFERENCE_NAME, file)
|
150 |
+
pred_file = os.path.join(SUBMISSION_NAME, submission, file)
|
151 |
+
|
152 |
+
wer = compute_wer(pred_file, ref_file)
|
153 |
+
results[file.split(".")[0]] = str(wer)
|
154 |
+
|
155 |
+
wer_values = [float(results[t]) for t in TEST_SETS]
|
156 |
+
all_wer = sum(wer_values) / len(wer_values)
|
157 |
+
|
158 |
+
results["esc-score"] = all_wer
|
159 |
+
all_results = all_results.append(results, ignore_index=True)
|
160 |
+
|
161 |
+
# save and upload new evaluated results
|
162 |
+
all_results.to_csv(CSV_RESULTS_FILE)
|
163 |
+
commit_url = submission_repo.push_to_hub()
|
164 |
+
|
165 |
+
st.success('Please refresh this space (CTRL+R) to see your result')
|