Zen Dub Live

--- language: en license: apache-2.0 base_model: Qwen/Qwen3-TTS-12Hz-1.7B-Base tags: - audio-to-audio - zen - zenlm - hanzo - dubbing - speech - audio - real-time pipeline_tag: audio-to-audio library_name: transformers --- # Zen Dub Live Real-time voice dubbing model for live translation and audio localization. ## Overview Fine-tuned from [Qwen3-TTS-12Hz-1.7B-Base](https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-Base) (Apache-2.0) with Hanzo identity + agentic-data training + abliteration. Developed by [Hanzo AI](https://hanzo.ai) and the [Zoo Labs Foundation](https://zoo.ngo). ## Quick Start ```python from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor import torch model_id = "zenlm/zen-dub-live" processor = AutoProcessor.from_pretrained(model_id) model = AutoModelForSpeechSeq2Seq.from_pretrained(model_id, torch_dtype=torch.float16, device_map="auto") # Load audio import librosa audio, sr = librosa.load("audio.wav", sr=16000) inputs = processor(audio, sampling_rate=sr, return_tensors="pt").to(model.device) outputs = model.generate(**inputs) print(processor.batch_decode(outputs, skip_special_tokens=True)[0]) ``` ## Model Details | Attribute | Value | |-----------|-------| | Base model | [Qwen/Qwen3-TTS-12Hz-1.7B-Base](https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-Base) | | Parameters | ~1.9B (Qwen3-TTS 1.7B core) | | Architecture | Qwen3-TTS (`Qwen3TTSForConditionalGeneration`) | | Context | 30s audio | | License | Apache 2.0 | ## Base Model & Credits Fine-tuned from [Qwen/Qwen3-TTS-12Hz-1.7B-Base](https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-Base), developed by the Qwen team (Alibaba) and released under the Apache 2.0 license. Hanzo adds identity training, agentic-data fine-tuning, and abliteration on top of the upstream weights. - Upstream project: [Qwen3-TTS](https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-Base) - Upstream license: Apache 2.0 ## License Apache 2.0 — inherited from the upstream [Qwen3-TTS-12Hz-1.7B-Base](https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-Base) base model.

Source context: 20 downloads · 1 likes · Pipeline audio-to-audio · Library transformers · Repo zenlm/zen-dub-live

Source context: 51 downloads · 1 likes · Pipeline audio-to-audio · Library transformers · Repo zenlm/zen-dub-live