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Thank you for your work, it's a very innovative piece of research.
I have a question regarding the ARCH benchmark results (Table 5): What is the input for these results? Specifically, what is the "se…
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## ❓ Questions
Hi， what is the value of the residual vector quantization commitment loss? The paper does not give the exact size of this value.
(Please ask your question here.)
 values I obtain are integers like the follows:
![values]…
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### Self Checks
- [X] This template is only for bug reports. For questions, please visit [Discussions](https://github.com/fishaudio/fish-speech/discussions).
- [X] I have thoroughly reviewed the proj…
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## 🐛 Bug Report
Zero grad in second residual vq as mentioned here (https://github.com/lucidrains/vector-quantize-pytorch/issues/33)
https://github.com/facebookresearch/encodec/blob/194329839fd812433…
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I want to reproduce the results in this paper "HIFI-CODEC: GROUP-RESIDUAL VECTOR QUANTIZATION FOR HIGH FIDELITY AUDIO CODEC". However, the description is so confused. The paper just said that the trai…
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## ❓ Questions
within the soundstream paper, the google team used the residual vector quantization model to generate music.
I was wondering since the architecture is very similiar if you guys h…
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It's possible that I'm missing something due to unfamiliarity with the codebase, but it looks to me like vpq_dataset and train_pq are collapsing all the subspaces into a single codebook. E.g. if you …
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This issue tracks a new iteration of vector index in lance. A few learning we want to fix in this iteration/refactor:
- the index build path currently uses inheritance like function calls. (it takes …
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**What is your question?**
Hi!
I'm looking to only run select parts of vector search on GPUs, specifically PQ processes.
1. Are these directly available through the API?
2. What functions should…