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add HumeAI TADA TTS engine (1B English + 3B Multilingual)

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Integrates HumeAI's TADA (Text-Acoustic Dual Alignment) speech-language
model as a new TTS engine. TADA uses a novel 1:1 token-audio alignment
that produces coherent speech over long sequences (700s+).

Two model variants:
- tada-1b: English-only, ~4GB, built on Llama 3.2 1B
- tada-3b-ml: 10 languages, ~8GB, built on Llama 3.2 3B

Backend uses the Encoder for voice prompt encoding with caching, and
TadaForCausalLM with flow-matching diffusion for generation. Supports
bf16 inference on CUDA, forces CPU on macOS (MPS compatibility).

Installed with --no-deps due to torch>=2.7 pin conflict; descript-audio-codec
and torchaudio added as explicit sub-dependencies.
This commit is contained in:
James Pine
2026-03-17 01:55:15 -07:00
parent 51fb320b8c
commit 4e7772a21d
13 changed files with 437 additions and 16 deletions
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@@ -35,6 +35,8 @@ RUN pip install --no-cache-dir --upgrade pip
COPY backend/requirements.txt .
RUN pip install --no-cache-dir --prefix=/install -r requirements.txt
RUN pip install --no-cache-dir --prefix=/install --no-deps chatterbox-tts
RUN pip install --no-cache-dir --prefix=/install --no-deps hume-tada
RUN pip install --no-cache-dir --prefix=/install \
git+https://github.com/QwenLM/Qwen3-TTS.git