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README.md

@@ -1,39 +1,39 @@
 ---
 language:
-  - de
-  - gsw
+- de
+- gsw
 license: apache-2.0
 library_name: peft
 pipeline_tag: automatic-speech-recognition
 tags:
-  - whisper
-  - swiss-german
-  - dialect
-  - asr
-  - speech-recognition
-  - lora
-  - fine-tuned
+- whisper
+- swiss-german
+- dialect
+- asr
+- speech-recognition
+- lora
+- fine-tuned
 base_model: openai/whisper-large-v3
 datasets:
-  - i4ds/spc_r
+- i4ds/spc_r
 model-index:
-  - name: flix-swissgerman-lora
-    results:
-      - task:
-          type: automatic-speech-recognition
-          name: Speech Recognition
-        dataset:
-          type: custom
-          name: ASGDTS (All Swiss German Dialects Test Set)
-          config: 200-sample subset
-          split: test
-          args:
-            samples: 200
-            seed: 42
-        metrics:
-          - type: wer
-            value: 25.32
-            name: WER
+- name: flix-swissgerman-lora
+  results:
+  - task:
+      type: automatic-speech-recognition
+      name: Speech Recognition
+    dataset:
+      name: ASGDTS (All Swiss German Dialects Test Set)
+      type: custom
+      config: 200-sample subset
+      split: test
+      args:
+        samples: 200
+        seed: 42
+    metrics:
+    - type: wer
+      value: 25.32
+      name: WER
 ---
 
 # flix-swissgerman-lora
@@ -42,6 +42,8 @@ A LoRA adapter for [openai/whisper-large-v3](https://huggingface.co/openai/whisp
 
 **This is among the first publicly available, honestly evaluated LoRA adapters for Swiss German ASR.**
 
+📄 **Paper:** [https://arxiv.org/abs/2606.07608](https://arxiv.org/abs/2606.07608)
+
 ## Model Description
 
 - **Base model:** openai/whisper-large-v3 (1.55B parameters)
@@ -161,7 +163,10 @@ The training data covers all major Swiss German dialect regions:
   title={Subtitle-Aligned Fine-Tuning of Whisper for Swiss German ASR: Benchmark Contamination, Convention Mismatch, and an Honest Baseline at 25.6\% WER (13.8\% cWER)},
   author={Akeret, Felix},
   year={2026},
-  url={https://huggingface.co/Flix-AI/flix-swissgerman-lora}
+  url={https://arxiv.org/abs/2606.07608},
+  eprint={2606.07608},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL}
 }
 ```