[ASR] Update 'tasks' for model card (#19986)

examples/pytorch/speech-recognition/run_speech_recognition_ctc.py

@@ -749,7 +749,7 @@ def main():
     config_name = data_args.dataset_config_name if data_args.dataset_config_name is not None else "na"
     kwargs = {
         "finetuned_from": model_args.model_name_or_path,
-        "tasks": "speech-recognition",
+        "tasks": "automatic-speech-recognition",
         "tags": ["automatic-speech-recognition", data_args.dataset_name],
         "dataset_args": (
             f"Config: {config_name}, Training split: {data_args.train_split_name}, Eval split:"

examples/pytorch/speech-recognition/run_speech_recognition_seq2seq.py

@@ -503,7 +503,7 @@ def main():
         trainer.save_metrics("eval", metrics)
 
     # 14. Write Training Stats
-    kwargs = {"finetuned_from": model_args.model_name_or_path, "tasks": "speech recognition"}
+    kwargs = {"finetuned_from": model_args.model_name_or_path, "tasks": "automatic-speech-recognition"}
     if data_args.dataset_name is not None:
         kwargs["dataset_tags"] = data_args.dataset_name
         if data_args.dataset_config_name is not None:

examples/research_projects/robust-speech-event/run_speech_recognition_ctc_bnb.py

@@ -758,7 +758,7 @@ def main():
     config_name = data_args.dataset_config_name if data_args.dataset_config_name is not None else "na"
     kwargs = {
         "finetuned_from": model_args.model_name_or_path,
-        "tasks": "speech-recognition",
+        "tasks": "automatic-speech-recognition",
         "tags": ["automatic-speech-recognition", data_args.dataset_name],
         "dataset_args": (
             f"Config: {config_name}, Training split: {data_args.train_split_name}, Eval split:"

examples/research_projects/robust-speech-event/run_speech_recognition_ctc_streaming.py

@@ -657,7 +657,7 @@ def main():
     config_name = data_args.dataset_config_name if data_args.dataset_config_name is not None else "na"
     kwargs = {
         "finetuned_from": model_args.model_name_or_path,
-        "tasks": "speech-recognition",
+        "tasks": "automatic-speech-recognition",
         "tags": ["automatic-speech-recognition", data_args.dataset_name],
         "dataset_args": (
             f"Config: {config_name}, Training split: {data_args.train_split_name}, Eval split:"