Update README.md

README.md

@@ -21,7 +21,6 @@ pip install esdcodec
 ```
 
 ## News
-- 2026-02-26: Added automatic downloading from huggingface. Uploaded some TTS models (DualCodec-VALLE, DualCodec-Voicebox).
 - 2026-02-24: Release ESDCodec training and inference codes.
 
 
@@ -29,7 +28,7 @@ pip install esdcodec
 1. First, download checkpoint and config to local:
 ```
 huggingface-cli download facebook/w2v-bert-2.0 --local-dir w2v-bert-2.0
-huggingface-cli download amphion/dualcodec esdcodec_25hz_16384_1024.safetensors w2vbert2_mean_var_stats_emilia.pt --local-dir esdcodec_ckpts
+huggingface-cli download vspeech/esdcodec esdcodec_25hz_16384_1024.safetensors w2vbert2_mean_var_stats_emilia.pt --local-dir esdcodec_ckpts
 ```
 
 2. To run example inference:
@@ -64,14 +63,3 @@ This repo is directly based on the following excellent projects:
 
 - [**DualCodec**](https://github.com/jiaqili3/DualCodec)
 - [**SCNet**](https://github.com/vspeech/SCNet)
-
-
-## Citation
-```
-@inproceedings{esdcodec,
-  title     = {ESDCodec: High-Fidelity Neural Speech Codec via Thoroughly Enhanced Semantic Quantizer and Decoder},
-  author    = {Nan Xu, Zhaolong Huang},
-  booktitle = {Proceedings of Interspeech 2026},
-  year      = {2026}
-}
-```