README.md

SoundStorm: Efficient Parallel Audio Generation

Demo Page

• https://lifeiteng.github.io/SoundStorm/index.html

Objective Evaluation

• LibriTTS test clean
• ASR WER whisper large-v2
• Speaker Embedding https://huggingface.co/docs/transformers/model_doc/wavlm#transformers.WavLMForXVector

Prompt	WER	Speaker cosine Similarity	UtteranceLevel Pitch Mean MAE	UtteranceLevel Pitch Std MAE	UtteranceLevel Duration Diff
Ground Truth	0.86	-	-	-	-
2 Seconds	2.32	0.8670	20.1407	17.4387	-
4 Seconds	2.10	0.8817	21.1379	19.3733	-
6 Seconds	1.95	0.8905	17.2253	15.3792	-
8 Seconds	2.33	0.8895	18.5837	15.9667	-
4 Seconds(PrefixPrompt)	1.83	0.9351	12.0929	14.3814	1.5564 / 12.7153 (avg utter duration）