Replace TTS-copied README with ASR-correct version (fix wrong-project badges, update model-index dataset id, drop placeholder image)

README.md

@@ -26,7 +26,7 @@ model-index:
           type: automatic-speech-recognition
         dataset:
           name: Open ASR Leaderboard
-          type: hf-audio/esb-datasets-test-only-sorted
+          type: hf-audio/open-asr-leaderboard
         metrics:
           - type: wer
             value: 4.87
@@ -35,6 +35,16 @@ model-index:
 
 # MOSS-Transcribe-preview-2B
 
+<div align="center">
+
+  <a href="https://huggingface.co/OpenMOSS-Team/MOSS-Transcribe-preview-2B"><img src="https://img.shields.io/badge/HuggingFace-Model-yellow?logo=huggingface"></a>
+  <a href="https://huggingface.co/spaces/hf-audio/open_asr_leaderboard"><img src="https://img.shields.io/badge/Open%20ASR%20Leaderboard-Listing-blue?logo=huggingface"></a>
+  <a href="https://mosi.cn/#models"><img src="https://img.shields.io/badge/Blog-View-blue?logo=internet-explorer&amp"></a>
+  <a href="https://x.com/Open_MOSS"><img src="https://img.shields.io/badge/Twitter-Follow-black?logo=x&amp"></a>
+  <a href="https://discord.gg/fvm5TaWjU3"><img src="https://img.shields.io/badge/Discord-Join-5865F2?logo=discord&amp"></a>
+
+</div>
+
 MOSS-Transcribe-preview-2B is an English speech-to-text model that pairs a Qwen3-1.7B-base language-model backbone with a Qwen3-Omni-MoE audio encoder. A gated-MLP adapter projects audio features into the language-model embedding space. The model is trained on public English ASR corpora and fine-tuned with reinforcement learning on the Open ASR Leaderboard training splits.
 
 The model has approximately 2.4B parameters and is distributed as a single `bfloat16` safetensors shard of approximately 4.84 GB.
@@ -62,8 +72,8 @@ Evaluated on the [Open ASR Leaderboard](https://huggingface.co/spaces/hf-audio/o
 test sets. Predictions are produced with greedy decoding (`num_beams=1`,
 `max_new_tokens=512`), a single dataset-agnostic chat template, and scored with
 the leaderboard's standardized scoring (English normalizer + word-level edit
-distance with compound merging). TED-LIUM is no longer part of the leaderboard
-and is therefore excluded.
+distance with compound merging). TED-LIUM is not currently part of the
+leaderboard run and is therefore excluded.
 
 | Dataset | WER (%) |
 |---|---|