Update README.md

README.md

@@ -6,7 +6,8 @@ tags:
 - bird classification
 - passive acoustic monitoring
 ---
-
+We present the GADME benchmark that covers a comprehensive range of avian monitoring datasets. 
+We offer a static set of evaluation datasets and a varied collection of training datasets, enabling the application of diverse methodologies
 
 ### Datasets
     
@@ -42,8 +43,8 @@ Numbers need to be updated
 | SNE (sierra_nevada)        |  18,307 |     20,147 |  23,756 |   22       |      56      |
 | SSW (sapsucker_woods)      |  26,487 |     50,760 |  205,200|   36       |      81      |
 | UHH (hawaiian_islands)     |  3,427  |     59,583 |  36,637 |   5.1      | 25 tr, 27 te |
-| XCM                        |  80,012 |       x    |         |   83       |    409       |
-| XCL (xenocanto)            |  492,676|       x    |         |   485      |   9,734      |
+| XCM (xenocanto)            |  80,012 |       x    |     x   |   83       |    409       |
+| XCL (xenocanto)            |  492,676|       x    |     x   |   485      |   9,734      |
 
 #### FEATURES
 
@@ -132,32 +133,6 @@ EXAMPLE TEST_5S
  'event_cluster': None,
  'quality': None}
 
-EXAMPLE TEST
-{'audio': {'path': '.ogg',
-  'array': array([-5.03219722e-04,  9.99580720e-04,  2.58744985e-05, ...,
-         -4.06746846e-03, -3.79991997e-03,  2.88472045e-04]),
-  'sampling_rate': 32000},
- 'filepath': '.ogg',
- 'start_time': 6.8,
- 'end_time': 8.2,
- 'low_freq': 2678,
- 'high_freq': 6053,
- 'ebird_code': 22,
- 'ebird_code_multiclass': None,
- 'call_type': None,
- 'sex': None,
- 'lat': 19.801668,
- 'long': -155.609444,
- 'microphone': 'Soundscape',
- 'license': 'Creative Commons Attribution 4.0 International Public License',
- 'source': 'https://zenodo.org/record/7078499',
- 'local_time': '15:00:06',
- 'detected_events': None,
- 'event_cluster': None,
- 'quality': None}
-```
-
-
 ### Citation Information
 
 ```