Add pipeline tag

README.md

@@ -1,9 +1,9 @@
 ---
-license: other
-license_name: license-term-of-universal-audio-tokenizer
 language:
 - en
 - zh
+license: other
+license_name: license-term-of-universal-audio-tokenizer
 tags:
 - audio
 - audio-tokenizer
@@ -11,11 +11,12 @@ tags:
 - speech
 - sound
 - music
+pipeline_tag: audio-to-audio
 ---
+
 # Universal Audio Tokenizer: Empowering Semantic Speech Tokenizers with General Audio Perception
 
-**Universal Audio Tokenizer** is a compact single-codebook audio tokenizer that unifies general audio perception and
-linguistic alignment for downstream Audio-LLMs.
+**Universal Audio Tokenizer** (UniAudio-Token) is a compact single-codebook audio tokenizer that unifies general audio perception and linguistic alignment for downstream Audio-LLMs.
 
 📄 [Paper](https://arxiv.org/abs/2605.31521) | 💻 [GitHub](https://github.com/Tencent/Universal_Audio_Tokenizer)
 
@@ -108,6 +109,7 @@ Also, you can directly run the inference code snippet below:
 ```python
 import os
 import torch
+from huggingface_hub import snapshot_download
 from transformers import WhisperFeatureExtractor
 from src.model.modeling_whisper import WhisperVQEncoder
 from src.model.flow_inference import AudioDecoder
@@ -167,7 +169,7 @@ Our Universal Audio Tokenizer achieves high-quality speech reconstruction with a
 
 ### Superior Downstream Audio-LLM Performance
 
-When integrated with the Qwen2.5 LLM backbone, our Universal Audio Tokenizer yields superior performance on a wide range of downstream audio understanding benchmarks and controllable TTS synthesis tasks, demonstrating its effectiveness as a unified audio input/output interface for Audio-LLMs.
+When integrated with the Qwen2.5 LLM backbone, our Universal Audio Tokenizer yields superior performance on a wide range of downstream audio understanding benchmarks and controllable TTS synthesis tasks.
 
 #### Audio Understanding
 
@@ -208,4 +210,4 @@ If you find our code or model useful for your research, please cite:
 
 ## License
 
-This project is licensed under the [License Term of Universal_Audio_Tokenizer](LICENSE).
+This project is licensed under the [License Term of Universal_Audio_Tokenizer](LICENSE).