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Mark Duppenthaler commited on
Commit
0b598b9
·
1 Parent(s): f762ee5

Added basic file loading

Browse files
Files changed (14) hide show
  1. Dockerfile +15 -6
  2. README.md +12 -3
  3. backend/app.py +19 -1
  4. backend/data/ravdess_1k_audio_attacks_variations.csv +211 -0
  5. backend/data/ravdess_1k_audio_benchmark.csv +319 -0
  6. backend/data/sav_val_full_video_attacks_variations.csv +26 -0
  7. backend/data/val2014_1k_image_attacks_variations.csv +203 -0
  8. backend/data/voxpopuli_1k_audio_attacks_variations.csv +209 -0
  9. backend/environment.yml +11 -0
  10. backend/requirements.txt +0 -3
  11. frontend/package-lock.json +0 -0
  12. frontend/src/API.ts +15 -0
  13. frontend/src/App.tsx +48 -2
  14. package.json +0 -6
Dockerfile CHANGED
@@ -6,16 +6,25 @@ RUN npm install
6
  COPY frontend/ ./
7
  RUN npm run build
8
 
9
- FROM python:3.9-slim
10
 
11
  WORKDIR /app/backend
12
 
13
- # Copy frontend build
14
- COPY --from=frontend-build /app/frontend/dist /app/frontend/dist
 
 
 
 
 
 
 
15
 
16
- # Copy and install backend requirements
17
  COPY backend/ .
18
- RUN pip install --no-cache-dir -r requirements.txt
 
 
19
 
20
  # Set environment variables
21
  ENV PYTHONUNBUFFERED=1
@@ -29,4 +38,4 @@ EXPOSE 7860
29
  WORKDIR /app
30
 
31
  # Command to run the application
32
- CMD ["flask", "run", "--host=0.0.0.0", "--port=7860"]
 
6
  COPY frontend/ ./
7
  RUN npm run build
8
 
9
+ FROM continuumio/miniconda3:24.1.2-0
10
 
11
  WORKDIR /app/backend
12
 
13
+ # Copy backend environment.yml
14
+ COPY backend/environment.yml ./
15
+
16
+ # Create conda environment
17
+ RUN conda env create -f environment.yml
18
+
19
+ # Activate conda environment by default
20
+ SHELL ["/bin/bash", "-c"]
21
+ ENV PATH /opt/conda/envs/omniseal-benchmark-backend/bin:$PATH
22
 
23
+ # Copy backend code
24
  COPY backend/ .
25
+
26
+ # Copy frontend build
27
+ COPY --from=frontend-build /app/frontend/dist /app/frontend/dist
28
 
29
  # Set environment variables
30
  ENV PYTHONUNBUFFERED=1
 
38
  WORKDIR /app
39
 
40
  # Command to run the application
41
+ CMD ["/bin/bash", "-c", "conda run --no-capture-output -n omniseal-benchmark-backend flask run --host=0.0.0.0 --port=7860"]
README.md CHANGED
@@ -17,7 +17,11 @@ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-
17
  - Docker installed on your system
18
  - Git repository cloned locally
19
 
20
- ### Build Steps
 
 
 
 
21
 
22
  1. Navigate to the project directory:
23
  ```bash
@@ -26,12 +30,17 @@ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-
26
 
27
  2. Build the Docker image:
28
  ```bash
29
- docker build -t omniseal-dev .
 
 
 
 
 
30
  ```
31
 
32
  3. Run the container (this runs in auto-reload mode when you update python files in the backend directory):
33
  ```bash
34
- docker run -p 7860:7860 -v $(pwd)/backend:/app/backend flask-react-app
35
  ```
36
 
37
  4. Access the application at `http://localhost:7860`
 
17
  - Docker installed on your system
18
  - Git repository cloned locally
19
 
20
+ ### Build Steps (no docker)
21
+
22
+ flask run --host=0.0.0.0 --port=7860 --reload
23
+
24
+ ### Build Steps (Docker, huggingface)
25
 
26
  1. Navigate to the project directory:
27
  ```bash
 
30
 
31
  2. Build the Docker image:
32
  ```bash
33
+ docker build -t omniseal-benchmark .
34
+ ```
35
+
36
+ OR
37
+ ```bash
38
+ docker buildx build -t omniseal-benchmark .
39
  ```
40
 
41
  3. Run the container (this runs in auto-reload mode when you update python files in the backend directory):
42
  ```bash
43
+ docker run -p 7860:7860 -v $(pwd)/backend:/app/backend omniseal-benchmark
44
  ```
45
 
46
  4. Access the application at `http://localhost:7860`
backend/app.py CHANGED
@@ -3,15 +3,33 @@ import os
3
  import logging
4
 
5
  logger = logging.getLogger(__name__)
6
- app = Flask(__name__, static_folder="../frontend/dist", static_url_path="")
 
 
 
7
 
8
  logger.setLevel(logging.INFO)
9
 
 
 
10
 
11
  @app.route("/")
12
  def index():
13
  return send_from_directory(app.static_folder, "index.html")
14
 
15
 
 
 
 
 
 
 
 
 
 
 
 
 
 
16
  if __name__ == "__main__":
17
  app.run(host="0.0.0.0", port=7860, debug=True, use_reloader=True)
 
3
  import logging
4
 
5
  logger = logging.getLogger(__name__)
6
+ if not logger.hasHandlers():
7
+ handler = logging.StreamHandler()
8
+ handler.setFormatter(logging.Formatter("%(levelname)s:%(name)s:%(message)s"))
9
+ logger.addHandler(handler)
10
 
11
  logger.setLevel(logging.INFO)
12
 
13
+ app = Flask(__name__, static_folder="../frontend/dist", static_url_path="")
14
+
15
 
16
  @app.route("/")
17
  def index():
18
  return send_from_directory(app.static_folder, "index.html")
19
 
20
 
21
+ @app.route("/data/<path:filename>")
22
+ def data_files(filename):
23
+ """
24
+ Serve any csv or JSON file from the data directory.
25
+ """
26
+ data_dir = os.path.join(os.path.dirname(__file__), "data")
27
+ file_path = os.path.join(data_dir, filename)
28
+ if os.path.isfile(file_path):
29
+ return send_from_directory(data_dir, filename)
30
+
31
+ return "File not found", 404
32
+
33
+
34
  if __name__ == "__main__":
35
  app.run(host="0.0.0.0", port=7860, debug=True, use_reloader=True)
backend/data/ravdess_1k_audio_attacks_variations.csv ADDED
@@ -0,0 +1,211 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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210
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211
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backend/data/ravdess_1k_audio_benchmark.csv ADDED
@@ -0,0 +1,319 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ model,attack_name,attack_variant,cat,snr,sisnr,stoi,pesq,bit_acc,log10_p_value,TPR,FPR,decoder_time
2
+ audioseal,aac_compression,bitrate_128k,Compression,-2.9966525373,-29.385850183486937,0.36245905999839306,3.3493177464008332,0.6099375,-0.9400852580193808,0.968,0.0,0.0021261653900146484
3
+ audioseal,aac_compression,bitrate_12k,Compression,-2.9879088141000003,-28.88708986186981,0.3756739369034767,2.9843639008998872,0.601875,-0.8902397147782045,0.933,0.0,0.0024816625118255615
4
+ audioseal,aac_compression,bitrate_24k,Compression,-2.9885579625,-29.269030123710632,0.3763916867822409,3.0431446530818937,0.602875,-0.8924060767866466,0.948,0.0,0.002126948833465576
5
+ audioseal,aac_compression,bitrate_256k,Compression,-2.9966525373,-29.385850183486937,0.36245905999839306,3.3493177464008332,0.6099375,-0.9400852580193808,0.968,0.0,0.0021324138641357422
6
+ audioseal,aac_compression,bitrate_32k,Compression,-2.9879591478000003,-29.350335392951965,0.3721828728914261,3.1431907395124434,0.605,-0.9178176246454927,0.958,0.0,0.002127878665924072
7
+ audioseal,aac_compression,bitrate_64k,Compression,-2.9965825269999997,-29.382882411956786,0.3623892508149147,3.3512348146438597,0.608625,-0.94009045191052,0.969,0.0,0.002133431911468506
8
+ audioseal,bandpass_filter,default,AmplitudeDomain,17.202709923,17.08964948749542,0.9494755900502205,3.4149550709724426,1.0,-4.816479930623699,1.0,0.0,0.0024866344928741453
9
+ audioseal,boost_audio,amount_10,AmplitudeDomain,19.9222274187,20.523651043891906,0.8694536861777306,3.452727394580841,1.0,-4.816479930623699,1.0,0.0,0.0026955485343933107
10
+ audioseal,boost_audio,amount_20,AmplitudeDomain,19.9222274455,20.523655391693115,0.8694536860585212,3.452764313340187,1.0,-4.816479930623699,1.0,0.0,0.0021400158405303956
11
+ audioseal,boost_audio,amount_30,AmplitudeDomain,19.922227425000003,20.523658804893493,0.8694536860585212,3.452763600349426,1.0,-4.816479930623699,1.0,0.0,0.002158716678619385
12
+ audioseal,boost_audio,amount_40,AmplitudeDomain,19.9222274214,20.5236614818573,0.8694536865353585,3.4527219997644423,1.0,-4.816479930623699,1.0,0.0,0.002208455324172974
13
+ audioseal,boost_audio,amount_50,AmplitudeDomain,19.9222273816,20.52366372013092,0.869453685849905,3.452765192747116,1.0,-4.816479930623699,1.0,0.0,0.0021862332820892336
14
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15
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+ audioseal,speed,speed_factor_1.0,TimeDomain,19.922227427,20.52364523220062,0.8694536858797073,3.452721855759621,1.0,-4.816479930623699,1.0,0.0,0.002189189672470093
100
+ audioseal,speed,speed_factor_1.1,TimeDomain,19.9091193943,20.511282550811767,0.8709502119719982,3.460404544234276,0.4831875,-0.2961054894160578,0.025,0.0,0.0019967031478881837
101
+ audioseal,speed,speed_factor_1.2,TimeDomain,19.897697116199996,20.49976217842102,0.8723538846969604,3.433519125699997,0.4963125,-0.33179244271545005,0.0,0.0,0.0018605437278747558
102
+ audioseal,speed,speed_factor_1.25,TimeDomain,19.891477103299998,20.493473608970643,0.8756186406910419,3.4280464265346526,0.49775,-0.343130298277595,0.0,0.0,0.0018744623661041259
103
+ audioseal,speed,speed_factor_1.3,TimeDomain,19.885151148600002,20.487061354637145,0.8773373339176178,3.4347622705698013,0.492625,-0.32572631708281746,0.0,0.0,0.001820995569229126
104
+ audioseal,speed,speed_factor_1.4,TimeDomain,19.8723516324,20.474075744628905,0.8779106317162514,3.427298019051552,0.494,-0.33159334306401217,0.0,0.0,0.001694446086883545
105
+ audioseal,speed,speed_factor_1.5,TimeDomain,19.8598111635,20.461308197021484,0.8797310717701912,3.4186278252601623,0.5010625,-0.3425986426434317,0.0,0.0,0.0016265187263488769
106
+ audioseal,speed_julius,speed_1.25,TimeDomain,19.9086821944,20.511275197029114,0.875783210426569,3.427087859272957,0.5053125,-0.3640080554893692,0.0,0.0,0.001942579746246338
107
+ audioseal,updownresample,default,TimeDomain,19.916373479399997,20.517747667312623,0.8694501421451568,3.457837793827057,1.0,-4.816479930623699,1.0,0.0,0.002360677003860474
108
+ timbre,aac_compression,bitrate_128k,Compression,-3.0262684371000006,-31.861602660179138,0.23170103377156193,3.370518552184105,0.9978571438789368,-4.179790954829759,0.965,0.0,0.00015617895126342774
109
+ timbre,aac_compression,bitrate_12k,Compression,-2.9856118510999994,-31.15933835887909,0.25531155333295463,3.1160832209587097,0.839142897427082,-2.2009896442764227,0.079,0.0,0.0013840093612670899
110
+ timbre,aac_compression,bitrate_24k,Compression,-3.0106032220999994,-31.74655760669708,0.24775133357848972,2.973020835995674,0.9938571457862854,-4.1149104742811815,0.888,0.0,0.00015683960914611816
111
+ timbre,aac_compression,bitrate_256k,Compression,-3.0262684371000006,-31.861602660179138,0.23170103377156193,3.370518552184105,0.9978571438789368,-4.179790954829759,0.965,0.0,0.00015485668182373046
112
+ timbre,aac_compression,bitrate_32k,Compression,-3.0152744245,-31.80578119468689,0.24331159405969083,3.0795951340198515,0.9960714304447174,-4.150715550006215,0.938,0.0,0.00014237856864929199
113
+ timbre,aac_compression,bitrate_64k,Compression,-3.0261321769999996,-31.865130234718322,0.231690319905887,3.3715662537813187,0.9978571438789368,-4.179464078176913,0.965,0.0,0.00015205144882202148
114
+ timbre,bandpass_filter,default,AmplitudeDomain,15.7913601934,15.920852505207062,0.9553828425109386,3.5930891400575637,0.9763571528196335,-3.8602647908195484,0.854,0.0,0.00131595778465271
115
+ timbre,boost_audio,amount_10,AmplitudeDomain,16.4761578019,16.432557541847228,0.9500892373919487,3.427659059524536,0.9997857143878937,-4.210891665518569,0.996,0.0,0.0014179842472076417
116
+ timbre,boost_audio,amount_20,AmplitudeDomain,16.4761578408,16.43255841112137,0.9500892376303672,3.4276586334705352,0.9996428573131562,-4.208539483000459,0.995,0.0,0.00015401649475097655
117
+ timbre,boost_audio,amount_30,AmplitudeDomain,16.4761578103,16.432559136390687,0.9500892372727394,3.4276602405309675,0.9995714287757873,-4.207363391741403,0.995,0.0,0.00012416982650756837
118
+ timbre,boost_audio,amount_40,AmplitudeDomain,16.476157826999998,16.432559725761415,0.9500892375707626,3.4276580410003663,0.9993571431636811,-4.2038351179642355,0.994,0.0,0.00016227531433105468
119
+ timbre,boost_audio,amount_50,AmplitudeDomain,16.4761577803,16.432560164928436,0.9500892378091812,3.4276588045358656,0.9992142860889435,-4.2014829354461245,0.993,0.0,0.00017994236946105956
120
+ timbre,boost_audio,amount_60,AmplitudeDomain,16.476157811500002,16.432560512542725,0.9500892372727394,3.4276593123674393,0.9992142860889435,-4.2014829354461245,0.99,0.0,0.00015826892852783203
121
+ timbre,boost_audio,amount_70,AmplitudeDomain,16.4761578272,16.432560841560363,0.9500892372131348,3.42765957403183,0.9992142860889435,-4.2014829354461245,0.99,0.0,0.00018814897537231445
122
+ timbre,boost_audio,amount_80,AmplitudeDomain,16.476157802000003,16.432561099529266,0.9500892373323441,3.427659175157547,0.9991428575515747,-4.200306844187069,0.989,0.0,0.0001792111396789551
123
+ timbre,boost_audio,amount_90,AmplitudeDomain,16.4761578165,16.432561379909515,0.9500892374515534,3.4276590449810027,0.9990000004768371,-4.197954661668957,0.988,0.0,0.00019344234466552734
124
+ timbre,duck_audio,amount_10,AmplitudeDomain,16.476157802000003,16.43255474948883,0.9500892373323441,3.427659175157547,0.9997857143878937,-4.210891665518569,0.997,0.0,0.001498887300491333
125
+ timbre,duck_audio,amount_20,AmplitudeDomain,16.476157811500002,16.432552444934846,0.9500892372727394,3.4276593123674393,0.9998571429252624,-4.212067756777626,0.997,0.0,0.00014486479759216308
126
+ timbre,duck_audio,amount_30,AmplitudeDomain,16.476157826999998,16.432549079418184,0.9500892375707626,3.4276580410003663,0.9997857143878937,-4.210891665518569,0.997,0.0,0.0001369755268096924
127
+ timbre,duck_audio,amount_40,AmplitudeDomain,16.4761578408,16.432543994903565,0.9500892376303672,3.4276586334705352,0.9998571429252624,-4.212067756777626,0.998,0.0,0.00016264057159423828
128
+ timbre,duck_audio,amount_50,AmplitudeDomain,16.476157791700004,16.432535492420197,0.9500892373323441,3.427657922744751,0.9998571429252624,-4.212067756777626,0.998,0.0,0.00012160205841064453
129
+ timbre,duck_audio,amount_60,AmplitudeDomain,16.476157811500002,16.43251993227005,0.9500892372727394,3.4276593123674393,0.9998571429252624,-4.212067756777626,0.998,0.0,0.00018983912467956544
130
+ timbre,duck_audio,amount_70,AmplitudeDomain,16.4761578408,16.432486285686494,0.9500892376303672,3.4276586334705352,0.9998571429252624,-4.212067756777626,0.997,0.0,0.00013454771041870116
131
+ timbre,duck_audio,amount_80,AmplitudeDomain,16.476157811500002,16.432390098094942,0.9500892372727394,3.4276593123674393,0.9998571429252624,-4.212067756777626,0.989,0.0,0.00019002532958984375
132
+ timbre,duck_audio,amount_90,AmplitudeDomain,16.476157811500002,16.431870948314668,0.9500892372727394,3.4276593123674393,0.9974285726547241,-4.173388160581119,0.884,0.0,0.00016967225074768067
133
+ timbre,echo,volume_duration_0.1_0.1,TimeDomain,16.476888865999996,16.43294725751877,0.9500743228495121,3.5596070141792295,0.9992857146263122,-4.20265902670518,0.995,0.0,0.001397777795791626
134
+ timbre,echo,volume_duration_0.1_0.2,TimeDomain,16.4754676263,16.43207183456421,0.9501711184680461,3.525955931663513,0.9996428573131562,-4.208539483000459,0.993,0.0,0.00020249390602111817
135
+ timbre,echo,volume_duration_0.1_0.3,TimeDomain,16.475305199500003,16.4318633146286,0.950556410074234,3.5090483001470565,0.9996428573131562,-4.208539483000459,0.997,0.0,0.00017629504203796385
136
+ timbre,echo,volume_duration_0.1_0.4,TimeDomain,16.476508843099996,16.433030497550963,0.9501887465715408,3.5037299407720566,0.9995000002384186,-4.206187300482347,0.992,0.0,0.00018448781967163086
137
+ timbre,echo,volume_duration_0.1_0.5,TimeDomain,16.4759169998,16.43226329755783,0.9501423077583313,3.5043467466831206,0.9997142858505249,-4.209715574259514,0.997,0.0,0.00017330169677734375
138
+ timbre,echo,volume_duration_0.2_0.1,TimeDomain,16.4774757693,16.433310088157654,0.9493478109240532,3.5923489367961885,0.998714286327362,-4.193577173285581,0.984,0.0,0.00019740438461303712
139
+ timbre,echo,volume_duration_0.2_0.2,TimeDomain,16.4748500403,16.43169464969635,0.9501798659265042,3.5552480260133743,0.9995000002384186,-4.206187300482347,0.988,0.0,0.00015517807006835938
140
+ timbre,echo,volume_duration_0.2_0.3,TimeDomain,16.4745469756,16.431297974586485,0.9508844598829747,3.5371165473461152,0.9995000002384186,-4.206187300482347,0.992,0.0,0.00018958067893981933
141
+ timbre,echo,volume_duration_0.2_0.4,TimeDomain,16.4769068573,16.433581115722657,0.9512644701898098,3.524344115138054,0.9994285717010498,-4.205011209223291,0.991,0.0,0.00018399333953857423
142
+ timbre,echo,volume_duration_0.2_0.5,TimeDomain,16.475787644,16.432122776508333,0.9521464922726154,3.5318402943611145,0.9997142858505249,-4.209715574259514,0.995,0.0,0.00026514649391174317
143
+ timbre,echo,volume_duration_0.3_0.1,TimeDomain,16.477922816899998,16.43363698387146,0.948557292163372,3.607356920003891,0.9981428580284119,-4.184495319865983,0.979,0.0,0.00015439629554748536
144
+ timbre,echo,volume_duration_0.3_0.2,TimeDomain,16.4743457575,16.431440962314607,0.9490581220090389,3.5699120942354203,0.999071429014206,-4.199130752928013,0.984,0.0,0.00021511554718017578
145
+ timbre,echo,volume_duration_0.3_0.3,TimeDomain,16.4739395498,16.430893851757048,0.9508140445947647,3.5507304196357725,0.9992142860889435,-4.2014829354461245,0.99,0.0,0.00020188450813293457
146
+ timbre,echo,volume_duration_0.3_0.4,TimeDomain,16.477361857800002,16.43419595336914,0.9518607076704502,3.5290585030317305,0.9992142860889435,-4.2014829354461245,0.988,0.0,0.0002297060489654541
147
+ timbre,echo,volume_duration_0.3_0.5,TimeDomain,16.4758165262,16.432163279533388,0.9527445858120919,3.5416568248271942,0.9996428573131562,-4.208539483000459,0.995,0.0,0.00018866252899169922
148
+ timbre,echo,volume_duration_0.4_0.1,TimeDomain,16.4782518415,16.433923254489898,0.9469932383000851,3.615805200099945,0.9972857155799866,-4.170382224757314,0.968,0.0,0.00015276551246643067
149
+ timbre,echo,volume_duration_0.4_0.2,TimeDomain,16.473970978,16.431303465366362,0.94799847728014,3.579102786540985,0.9985714292526245,-4.19122499076747,0.98,0.0,0.00017437171936035157
150
+ timbre,echo,volume_duration_0.4_0.3,TimeDomain,16.4735002852,16.430648388385773,0.9503563130199909,3.559740610361099,0.9989285719394684,-4.1967785704099025,0.987,0.0,0.00019637227058410644
151
+ timbre,echo,volume_duration_0.4_0.4,TimeDomain,16.4778490628,16.434834991455077,0.952050401121378,3.530354287981987,0.9992142860889435,-4.2014829354461245,0.986,0.0,0.00017743229866027833
152
+ timbre,echo,volume_duration_0.4_0.5,TimeDomain,16.475984399100003,16.43235640144348,0.9531384029388428,3.5472861415147783,0.9996428573131562,-4.208539483000459,0.994,0.0,0.00015444469451904297
153
+ timbre,echo,volume_duration_0.5_0.1,TimeDomain,16.478494210199997,16.434169669628144,0.9458777547776699,3.619850592255592,0.9966428587436676,-4.159797403425813,0.953,0.0,0.00015747857093811036
154
+ timbre,echo,volume_duration_0.5_0.2,TimeDomain,16.4737265986,16.431264951705934,0.9463697646558284,3.586513218998909,0.9980000009536744,-4.181816260695024,0.972,0.0,0.00015909337997436522
155
+ timbre,echo,volume_duration_0.5_0.3,TimeDomain,16.4732275768,16.43054481267929,0.9497829223573208,3.5650632833242417,0.9986428577899933,-4.192074205373679,0.984,0.0,0.00015312838554382325
156
+ timbre,echo,volume_duration_0.5_0.4,TimeDomain,16.4783456511,16.435463206768034,0.9520021752417087,3.5277701199054716,0.999071429014206,-4.199130752928013,0.985,0.0,0.0001399543285369873
157
+ timbre,echo,volume_duration_0.5_0.5,TimeDomain,16.4762627385,16.43266440629959,0.9533396974205971,3.5502158360481264,0.9996428573131562,-4.208539483000459,0.989,0.0,0.00015445375442504883
158
+ timbre,highpass_filter,cutoff_freq_1000,AmplitudeDomain,12.3889061427,13.217602618217468,0.9329735818803311,3.2253190402984617,0.967000013768673,-3.7183567390983625,0.657,0.0,0.0001283726692199707
159
+ timbre,highpass_filter,cutoff_freq_1500,AmplitudeDomain,10.54692032474,12.006117494106293,0.9247581675350666,3.0398818677663804,0.9225714585185051,-3.1039839668799303,0.286,0.0,0.00013101744651794435
160
+ timbre,highpass_filter,cutoff_freq_2000,AmplitudeDomain,9.6849771018,11.579845222473145,0.9214992200732232,2.89998916888237,0.8761428955197335,-2.5656290259722954,0.111,0.0,0.00017052483558654784
161
+ timbre,highpass_filter,cutoff_freq_4000,AmplitudeDomain,7.888495396550001,11.31791073203087,0.9286024495959282,1.091416949033737,0.7624286114573479,-1.517476381607738,0.001,0.0,0.0001792454719543457
162
+ timbre,highpass_filter,cutoff_freq_500,AmplitudeDomain,15.345041325099999,15.53888392829895,0.9553232814371586,3.469923873066902,0.9936428601145745,-4.112238376423245,0.96,0.0,0.0013106286525726319
163
+ timbre,highpass_filter,cutoff_freq_8000,AmplitudeDomain,0.3563506357625,5.011519385789143e-07,0.7253111168146134,2.032082499504089,0.49485716454684736,-0.3321224178671162,0.0,0.0,0.0001466045379638672
164
+ timbre,identity,default,None,16.476157791700004,16.432556299686432,0.9500892373323441,3.427657922744751,0.9997857143878937,-4.210891665518569,0.996,0.0,0.001519716501235962
165
+ timbre,lowpass_filter,cutoff_freq_1000,AmplitudeDomain,18.0950391785,18.09421231889725,0.9608870418667793,3.884629855632782,0.7163571797609329,-1.203143556602777,0.0,0.0,0.00014201045036315918
166
+ timbre,lowpass_filter,cutoff_freq_1500,AmplitudeDomain,17.887179303200003,17.867012839317322,0.9571822667121888,3.8095764722824095,0.7873571841716767,-1.7183878009084614,0.01,0.0,0.00018918681144714354
167
+ timbre,lowpass_filter,cutoff_freq_2000,AmplitudeDomain,17.6439213299,17.61113205242157,0.9540757195353508,3.7471435346603394,0.8405714712142944,-2.1851615840254217,0.093,0.0,0.0001818873882293701
168
+ timbre,lowpass_filter,cutoff_freq_3000,AmplitudeDomain,17.2829348157,17.2381917552948,0.9518389447927474,3.647822267651558,0.918142887353897,-3.0633591366002064,0.489,0.0,0.0001688246726989746
169
+ timbre,lowpass_filter,cutoff_freq_4000,AmplitudeDomain,17.0122975019,16.962205876350403,0.951374426484108,3.578006113052368,0.968857156932354,-3.733040789773956,0.867,0.0,0.000171783447265625
170
+ timbre,lowpass_filter,cutoff_freq_500,AmplitudeDomain,17.4834598294,17.548346735954286,0.9627698853313923,3.8939410974979403,0.6449286028146743,-0.8192749738322862,0.0,0.0,0.001320693016052246
171
+ timbre,lowpass_filter,cutoff_freq_5000,AmplitudeDomain,16.8228256996,16.772962472438813,0.9504798774123192,3.52396496963501,0.998714286327362,-4.193577173285581,0.988,0.0,0.0001449892520904541
172
+ timbre,mp3_compression,bitrate_128k,Compression,11.9099903731,11.720055736541749,0.9229748222827912,3.1555028420686724,0.9993571431636811,-4.2038351179642355,0.993,0.0,7.854914665222168e-05
173
+ timbre,mp3_compression,bitrate_12k,Compression,11.9099903731,11.720055736541749,0.9229748222827912,3.1555028420686724,0.9993571431636811,-4.2038351179642355,0.993,0.0,0.0009676604270935058
174
+ timbre,mp3_compression,bitrate_24k,Compression,11.9099903731,11.720055736541749,0.9229748222827912,3.1555028420686724,0.9993571431636811,-4.2038351179642355,0.993,0.0,7.94980525970459e-05
175
+ timbre,mp3_compression,bitrate_256k,Compression,11.9099903731,11.720055736541749,0.9229748222827912,3.1555028420686724,0.9993571431636811,-4.2038351179642355,0.993,0.0,7.809638977050781e-05
176
+ timbre,mp3_compression,bitrate_32k,Compression,11.9099903731,11.720055736541749,0.9229748222827912,3.1555028420686724,0.9993571431636811,-4.2038351179642355,0.993,0.0,7.793617248535156e-05
177
+ timbre,mp3_compression,bitrate_64k,Compression,11.9099903731,11.720055736541749,0.9229748222827912,3.1555028420686724,0.9993571431636811,-4.2038351179642355,0.993,0.0,7.836747169494629e-05
178
+ timbre,pink_noise,noise_std_0.01,AmplitudeDomain,18.750365408999997,18.61252519416809,0.9463075894713402,4.04663741672039,0.9997142858505249,-4.209715574259514,0.994,0.0,0.0014480783939361571
179
+ timbre,pink_noise,noise_std_0.05,AmplitudeDomain,26.454524317000004,26.281986154556275,0.9845673467516899,4.2531668858528136,0.9937142885923386,-4.11557815021292,0.912,0.0,0.00014635562896728516
180
+ timbre,pink_noise,noise_std_0.1,AmplitudeDomain,31.059352192,30.936323825836183,0.9897545347809792,4.294112782716751,0.9612142997384071,-3.666086568980941,0.646,0.001,0.00012282681465148926
181
+ timbre,pink_noise,noise_std_0.2,AmplitudeDomain,36.224076567,36.10272550582886,0.992856247484684,4.330495083212853,0.8671428850293159,-2.6710550103336703,0.312,0.0,0.00012061047554016114
182
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backend/data/sav_val_full_video_attacks_variations.csv ADDED
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1
+ strength,model,attack,bit_acc,log10_p_value,TPR,FPR,watermark_det_score,vmaf
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backend/data/val2014_1k_image_attacks_variations.csv ADDED
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+ 3,mbrs_jit,gaussian_blur,0.9788875494599343,-63.19926317503318,0.774,0.0,0.979625,29.506669797897338
180
+ 17,mbrs_jit,gaussian_blur,0.7640250397324562,-18.881354375187044,0.235,0.0,0.8343125,22.99119821166992
181
+ 0.1,invismark,center_crop,0.504190485805273,-0.41988612053084645,0.0,0.0,0.504875,
182
+ 0.2,invismark,center_crop,0.5263333438932896,-0.6297731029618481,0.0,0.0,0.533875,
183
+ 0.5,invismark,center_crop,0.7017738223075867,-6.349929769617189,0.106,0.0,0.709375,
184
+ 40,invismark,jpeg,0.5046190570294857,-0.4287540272089966,0.0,0.0,0.4994375,29.48294907569885
185
+ 80,invismark,jpeg,0.5962381073236466,-2.7460936200689785,0.029,0.0,0.59925,32.96638896179199
186
+ 1.5,invismark,brightness,0.9217381114959717,-16.870595611317132,0.564,0.0,0.9483125,14.738342275619507
187
+ 2,invismark,brightness,0.8870238243937493,-14.34283482516149,0.371,0.0,0.911,10.926432598114014
188
+ 1.5,invismark,contrast,0.9293214450478554,-17.359351795808255,0.583,0.0,0.95525,21.284102626800536
189
+ 2,invismark,contrast,0.9044762061834335,-15.378894959062933,0.439,0.0,0.933625,17.240934774398802
190
+ 1.5,invismark,saturation,0.9434762079119682,-18.561493958574186,0.713,0.0,0.971625,30.167457122802734
191
+ 2,invismark,saturation,0.939928588449955,-18.268050526190144,0.683,0.0,0.967375,24.94753152656555
192
+ 1.5,invismark,sharpness,0.9453095412254333,-18.713304501004895,0.727,0.0,0.9740625,36.77891961669922
193
+ 2,invismark,sharpness,0.9447023984193802,-18.665347708247868,0.716,0.0,0.9734375,31.412074157714844
194
+ 0.1,invismark,resize,0.9342381118834019,-18.00090341700723,0.718,0.0,0.966,
195
+ 0.5,invismark,resize,0.9461904942393303,-18.784772085560732,0.74,0.0,0.974875,
196
+ 0.1,invismark,perspective,0.9295595407485961,-17.44331711677961,0.613,0.0,0.9583125,
197
+ 0.5,invismark,perspective,0.5367262020111084,-1.0716648781015674,0.009,0.0,0.5365,
198
+ 3,invismark,median_filter,0.9445952557325363,-18.64258300141059,0.723,0.0,0.9725,
199
+ 7,invismark,median_filter,0.937821446120739,-18.06399662769626,0.672,0.0,0.965875,
200
+ -0.1,invismark,hue,0.9269523967504502,-17.09118743325101,0.577,0.0,0.9569375,27.01629251098633
201
+ 0.1,invismark,hue,0.9242023964524269,-16.895729777224606,0.545,0.0,0.951,27.031705299377442
202
+ 3,invismark,gaussian_blur,0.946142874956131,-18.774471721181644,0.742,0.0,0.976125,29.54929346084595
203
+ 17,invismark,gaussian_blur,0.630976201236248,-4.88192924623468,0.138,0.0,0.6375625,22.977614444732666
backend/data/voxpopuli_1k_audio_attacks_variations.csv ADDED
@@ -0,0 +1,209 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ strength,model,attack,bit_acc,log10_p_value,TPR,FPR,watermark_det_score,pesq
2
+ 0.5,audioseal,speed,0.495125,-0.3277983642447605,0.0,0.0,0.0008276749898039999,4.301031017780304
3
+ 0.6,audioseal,speed,0.495875,-0.3342249022039102,0.0,0.0,0.00045617498900600003,4.453170692205429
4
+ 0.7,audioseal,speed,0.49875,-0.3428843529510275,0.0,0.0,0.000567049986092,4.467334972381591
5
+ 0.8,audioseal,speed,0.491625,-0.32584173394627386,0.0,0.0,0.000868762483976,4.455290354013443
6
+ 0.9,audioseal,speed,0.50625,-0.3645908462165224,0.001,0.0,0.0029456874570739995,4.452619766235352
7
+ 1.0,audioseal,speed,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912019014358
8
+ 1.1,audioseal,speed,0.4853125,-0.31965282479094936,0.005,0.0,0.019769745200458,4.493088223218918
9
+ 1.2,audioseal,speed,0.494,-0.3322072774475455,0.0,0.0,0.0007285613613499999,4.482866108894348
10
+ 1.25,audioseal,speed,0.4953125,-0.33058643464321036,0.0,0.0,0.00031579688380000006,4.4835970284938815
11
+ 1.3,audioseal,speed,0.4931875,-0.332114835723429,0.0,0.0,0.00034300200485200006,4.481552858352661
12
+ 1.4,audioseal,speed,0.4971875,-0.33556284909890227,0.0,0.0,0.0007487531537940001,4.481344126701355
13
+ 1.5,audioseal,speed,0.4965,-0.3363599923106193,0.0,0.0,0.001113529879736,4.46924634385109
14
+ 0.001,audioseal,random_noise,1.0,-4.816479930623699,0.992,0.0,0.9463958056799999,4.370451912403107
15
+ 0.01,audioseal,random_noise,0.90675,-3.3756597422500048,0.17,0.0,0.34171801957900005,3.355803730249405
16
+ 0.1,audioseal,random_noise,0.5255,-0.42707083373794374,0.0,0.0,0.011285899831606,1.6723893641233445
17
+ 0.3,audioseal,random_noise,0.51,-0.36732513540540546,0.0,0.0,0.004856799894964001,0.9522688180208206
18
+ 500,audioseal,lowpass_filter,0.4923125,-0.3285815995913821,0.001,0.0,0.0054214748514199995,4.615413725614547
19
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20
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22
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+ 4000,audioseal,lowpass_filter,1.0,-4.816479930623699,1.0,0.0,1.0,4.4782840220928195
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+ 5000,audioseal,lowpass_filter,1.0,-4.816479930623699,1.0,0.0,1.0,4.478620184898377
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+ 500,audioseal,highpass_filter,1.0,-4.816479930623699,1.0,0.0,0.99997986237,4.4466781709194185
26
+ 1000,audioseal,highpass_filter,0.8926875,-3.0257773361566067,1.0,0.0,0.99526725719,4.398876127243042
27
+ 1500,audioseal,highpass_filter,0.49625,-0.3276821801025292,0.0,0.0,0.012253012323834,4.615612954139709
28
+ 2000,audioseal,highpass_filter,0.4955,-0.3302751821125191,0.0,0.0,0.008783412346468001,4.629414543151856
29
+ 4000,audioseal,highpass_filter,0.4946875,-0.32844608888249216,0.0,0.0,0.001294737479924,4.30457623898983
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+ 8000,audioseal,highpass_filter,0.5008125,-0.3444576990574476,0.0,0.0,0.000275,3.0075866129398348
31
+ 10,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912364006042
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+ 20,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912389755249
33
+ 30,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912400722503
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+ 40,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912075281143
35
+ 50,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912303447723
36
+ 60,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912333250046
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+ 70,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912398815155
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+ 80,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912457942963
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+ 90,audioseal,boost_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912031412125
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+ 10,audioseal,duck_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912457942963
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+ 20,audioseal,duck_audio,1.0,-4.816479930623699,1.0,0.0,1.0,4.478912333250046
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+ 50,audioseal,duck_audio,1.0,-4.816479930623699,1.0,0.0,0.99926363731,4.478912019014358
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+ 60,audioseal,duck_audio,1.0,-4.816479930623699,0.999,0.0,0.99045178661,4.478912333250046
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+ 70,audioseal,duck_audio,0.99925,-4.80171454356716,0.979,0.0,0.9521938689,4.478912389755249
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+ 80,audioseal,duck_audio,0.992875,-4.681271172155415,0.954,0.0,0.88734450059,4.478912333250046
48
+ 90,audioseal,duck_audio,0.922125,-3.533769068997174,0.778,0.0,0.6714583754456,4.478912333250046
49
+ 0.001,audioseal,shush,1.0,-4.816479930623699,1.0,0.0,0.99881447028,4.4789498813152315
50
+ 0.01,audioseal,shush,0.999875,-4.814343210056542,1.0,0.0,0.989832784,4.478496834993362
51
+ 0.1,audioseal,shush,0.99975,-4.811882312213786,1.0,0.0,0.89979418968,4.471048183202743
52
+ 0.3,audioseal,shush,0.999125,-4.800425936986041,1.0,0.0,0.69990769245,4.31581031537056
53
+ 2,audioseal,smooth,0.9999375,-4.815249481702321,1.0,0.0,0.99999877495,4.479365072965622
54
+ 4,audioseal,smooth,0.9990625,-4.798023196803026,1.0,0.0,0.99995287481,4.479762789726258
55
+ 8,audioseal,smooth,0.99925,-4.801714543567159,1.0,0.0,0.99994142469,4.500697636842728
56
+ 10,audioseal,smooth,0.9785625,-4.413863776227651,0.999,0.0,0.9970940603,4.517208714962005
57
+ 20,audioseal,smooth,0.818125,-2.130263934762764,0.947,0.0,0.8796912993239999,4.518889941453934
58
+ 40,audioseal,smooth,0.5154375,-0.3912118745742915,0.005,0.0,0.038046986811066004,4.474366877555847
59
+ 12k,audioseal,aac_compression,0.6090625,-0.9478815484181471,0.452,0.0,0.43135888054517,3.1339561458826064
60
+ 24k,audioseal,aac_compression,0.6239375,-1.0456914125697212,0.569,0.0,0.52572141614766,3.425803221821785
61
+ 32k,audioseal,aac_compression,0.6356875,-1.1255123017390227,0.672,0.0,0.614860452154288,3.751123477935791
62
+ 64k,audioseal,aac_compression,0.650375,-1.2262760183662826,0.804,0.0,0.78963169082508,4.07449337553978
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+ 128k,audioseal,aac_compression,0.6494375,-1.2334972956936,0.815,0.0,0.8030053785687999,4.098213049650192
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+ 256k,audioseal,aac_compression,0.6494375,-1.2334972956936,0.815,0.0,0.8030053785687999,4.098213049650192
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+ 12k,audioseal,mp3_compression,0.9999375,-4.815249481702321,1.0,0.0,0.99561730553,3.538307793140411
66
+ 24k,audioseal,mp3_compression,0.9999375,-4.815249481702321,1.0,0.0,0.99561730553,3.538307793140411
67
+ 32k,audioseal,mp3_compression,0.9999375,-4.815249481702321,1.0,0.0,0.99561730553,3.538307793140411
68
+ 64k,audioseal,mp3_compression,0.9999375,-4.815249481702321,1.0,0.0,0.99561730553,3.538307793140411
69
+ 128k,audioseal,mp3_compression,0.9999375,-4.815249481702321,1.0,0.0,0.99561730553,3.538307793140411
70
+ 256k,audioseal,mp3_compression,0.9999375,-4.815249481702321,1.0,0.0,0.99561730553,3.538307793140411
71
+ 0.5,wavmark_fast,speed,0.5043125,-0.35012422042474,0.054,0.0,0.43274720937,4.233908696651459
72
+ 0.6,wavmark_fast,speed,0.5015,-0.348787285485512,0.969,0.0,0.59587499128,4.257090904951095
73
+ 0.7,wavmark_fast,speed,0.5069375,-0.36613261708351325,0.0,0.0,0.32433299946,4.289611612558365
74
+ 0.8,wavmark_fast,speed,0.501125,-0.3446168705495398,0.134,0.0,0.44801333625,4.291652025699616
75
+ 0.9,wavmark_fast,speed,0.5996875,-0.6716440104794033,1.0,0.0,0.6751971771999999,4.295082075834275
76
+ 1.0,wavmark_fast,speed,1.0,-4.816479930623699,1.0,0.0,0.99988749955,4.280539211034775
77
+ 1.1,wavmark_fast,speed,0.9351875,-3.686022892659117,1.0,0.0,0.70257400293,4.2975124938488
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+ 1.2,wavmark_fast,speed,0.4994375,-0.34477724510501473,0.0,0.001,0.39071384481,4.301884689569473
79
+ 1.25,wavmark_fast,speed,0.487375,-0.30930767853286956,0.644,0.0,0.52892361488,4.303503092527389
80
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+ 1.4,wavmark_fast,speed,0.5006875,-0.3540424867957197,0.0,0.0,0.35474358975,4.3297111325263975
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+ 0.001,wavmark_fast,random_noise,0.9941875,-4.732725312468545,0.998,0.0,0.9445999835,4.403251094341278
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155
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156
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159
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160
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161
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162
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163
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164
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165
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168
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178
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179
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185
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187
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188
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189
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203
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205
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207
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208
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backend/environment.yml ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: omniseal-benchmark-backend
2
+ channels:
3
+ - defaults
4
+ - conda-forge
5
+ dependencies:
6
+ - python=3.11
7
+ - flask=3.0.3
8
+ - werkzeug=3.0.3
9
+ - pip
10
+ - pip:
11
+ - watchdog
backend/requirements.txt DELETED
@@ -1,3 +0,0 @@
1
- Flask==2.0.1
2
- Werkzeug==2.0.1
3
- watchdog
 
 
 
 
frontend/package-lock.json ADDED
The diff for this file is too large to render. See raw diff
 
frontend/src/API.ts ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class API {
2
+ static async fetchIndex(): Promise<string> {
3
+ const response = await fetch("/");
4
+ if (!response.ok) throw new Error("Failed to fetch index.html");
5
+ return response.text();
6
+ }
7
+
8
+ static async fetchStaticFile(path: string): Promise<string> {
9
+ const response = await fetch(`/${path}`);
10
+ if (!response.ok) throw new Error(`Failed to fetch ${path}`);
11
+ return response.text();
12
+ }
13
+ }
14
+
15
+ export default API;
frontend/src/App.tsx CHANGED
@@ -1,11 +1,30 @@
1
- import { useState } from 'react'
 
2
 
3
  function App() {
4
  const [count, setCount] = useState<number>(0)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5
 
6
  return (
7
  <div className="flex flex-col items-center justify-center min-h-screen bg-gray-100">
8
- <div className="card w-96 bg-base-100 shadow-xl">
9
  <div className="card-body">
10
  <h2 className="card-title">Flask + React + Docker</h2>
11
  <p>Simple proof of concept with Flask backend serving a React frontend.</p>
@@ -19,6 +38,33 @@ function App() {
19
  </div>
20
  </div>
21
  </div>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
22
  </div>
23
  )
24
  }
 
1
+ import { useState, useEffect } from 'react'
2
+ import API from './API'
3
 
4
  function App() {
5
  const [count, setCount] = useState<number>(0)
6
+ const [csvRows, setCsvRows] = useState<string[][]>([])
7
+ const [csvHeader, setCsvHeader] = useState<string[]>([])
8
+ const [loading, setLoading] = useState<boolean>(true)
9
+ const [error, setError] = useState<string | null>(null)
10
+
11
+ useEffect(() => {
12
+ API.fetchStaticFile('data/ravdess_1k_audio_benchmark.csv')
13
+ .then((csvText) => {
14
+ const rows = csvText.trim().split('\n').map(row => row.split(','))
15
+ setCsvHeader(rows[0])
16
+ setCsvRows(rows.slice(1))
17
+ setLoading(false)
18
+ })
19
+ .catch((err) => {
20
+ setError('Failed to fetch CSV: ' + err.message)
21
+ setLoading(false)
22
+ })
23
+ }, [])
24
 
25
  return (
26
  <div className="flex flex-col items-center justify-center min-h-screen bg-gray-100">
27
+ <div className="card w-11/12 max-w-4xl bg-base-100 shadow-xl mb-8">
28
  <div className="card-body">
29
  <h2 className="card-title">Flask + React + Docker</h2>
30
  <p>Simple proof of concept with Flask backend serving a React frontend.</p>
 
38
  </div>
39
  </div>
40
  </div>
41
+ <div className="w-11/12 max-w-4xl bg-white rounded shadow p-4 overflow-auto">
42
+ <h3 className="font-bold mb-2">ravdess_1k_audio_benchmark.csv</h3>
43
+ {loading && <div>Loading...</div>}
44
+ {error && <div className="text-red-500">{error}</div>}
45
+ {!loading && !error && (
46
+ <div className="overflow-x-auto">
47
+ <table className="table table-zebra w-full text-xs">
48
+ <thead>
49
+ <tr>
50
+ {csvHeader.map((col, idx) => (
51
+ <th key={idx}>{col}</th>
52
+ ))}
53
+ </tr>
54
+ </thead>
55
+ <tbody>
56
+ {csvRows.map((row, i) => (
57
+ <tr key={i}>
58
+ {row.map((cell, j) => (
59
+ <td key={j}>{cell}</td>
60
+ ))}
61
+ </tr>
62
+ ))}
63
+ </tbody>
64
+ </table>
65
+ </div>
66
+ )}
67
+ </div>
68
  </div>
69
  )
70
  }
package.json DELETED
@@ -1,6 +0,0 @@
1
- {
2
- "devDependencies": {
3
- "@types/react": "^19.1.6",
4
- "@types/react-dom": "^19.1.6"
5
- }
6
- }