Receiving generated tokens

This method forwards all its arguments to FunAudioChatTokenizerFast's [`~PreTrainedTokenizer.decode`]. Please refer to the docstring

This function standardizes the string by removing all the spaces, ",./-_*^" punctuation, and converting it to lowercase It will also convert

* 音频队列播放器 - 优化网络抖动处理 * * 设计思路： * 1. 所有收到的音频帧按顺序入队 * 2. 使用较大的初始缓冲区减少网络抖动影响 * 3. 不丢弃任何音频帧，确保完整播放 * 4. Buffer underrun 时快速恢复

Register FunAudioChat classes with AutoConfig and AutoModel.

Computes the output length of the convolutional layers and the output length of the audio encoder

r"""Regularizes audios to avoid error. Including reading and resampling.

Register all FunAudioChat plugins with LLaMA-Factory. This is the main entry point for registration.

Process multimodal inputs including audio.

Add filter to llamafactory loggers after they are created.

Encodes audios into continuous embeddings that can be forwarded to the language model. Args: input_features (`torch.Floa

推理示例函数 Args: model_path: 模型路径 audio_path: 输入音频路径

推理示例函数（仅生成文本，不生成语音） Args: model_path: 模型路径 audio_path: 输入音频路径 instruction: 输入音频指令，可选

Loads a batch of audio files. Args: paths: List of audio file paths sampling_rate: Target sampling r

Default audio loader using librosa. Args: paths: List of audio file paths sampling_rate: Target sampling rate