Text-to-Speech
LiteRT
ONNX
LiteRT
English
Spanish
Italian
onnxruntime
tts
int8
quantization
speech-synthesis
duration-flow
multilingual
expressive-tts
emotion
cpu-inference
Instructions to use spybyscript/scyllasband with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT
How to use spybyscript/scyllasband with LiteRT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
| { | |
| "architecture": "scyllasband-duration-flow", | |
| "assets": { | |
| "emotion_index": "assets/emotions.json", | |
| "g2p_config": "assets/g2p/export_config.json", | |
| "g2p_language_map": "assets/g2p/language_map.json", | |
| "g2p_normalization": "assets/g2p/normalization.json", | |
| "g2p_phoneme_dict": "assets/g2p/phoneme_dict.json", | |
| "g2p_pronunciation_overrides": "assets/g2p/pronunciation_overrides.json", | |
| "g2p_tokenizer": "assets/g2p/tokenizer.json", | |
| "language_index": "assets/languages.json", | |
| "phone_vocab": "assets/phone_vocab.json", | |
| "voice_index": "assets/voices.json", | |
| "voice_pack_manifest": "assets/voice_packs/reference_packs.json", | |
| "voice_packs": "assets/voice_packs" | |
| }, | |
| "audio": { | |
| "hop_length": 256, | |
| "latent_dim": 24, | |
| "latent_hop_length": 512, | |
| "n_mels": 100, | |
| "sample_rate": 24000 | |
| }, | |
| "components": { | |
| "duration_predictor": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/duration_predictor.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "phone_ids", | |
| "voice_id", | |
| "language_id", | |
| "affect_values", | |
| "boundary_before_id", | |
| "boundary_after_id", | |
| "phone_mask", | |
| "affect_condition_mask", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "durations" | |
| ], | |
| "required": true | |
| }, | |
| "g2p": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/g2p.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "text", | |
| "language" | |
| ], | |
| "outputs": [ | |
| "phones" | |
| ], | |
| "required": true | |
| }, | |
| "vector_context_encoder": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vector_context_encoder.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "span_context_phone_ids", | |
| "span_context_segment_ids", | |
| "span_context_mask" | |
| ], | |
| "outputs": [ | |
| "span_context_hidden" | |
| ], | |
| "required": true | |
| }, | |
| "vector_estimator": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vector_estimator.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "noise", | |
| "time", | |
| "expanded_phone_ids", | |
| "voice_id", | |
| "language_id", | |
| "affect_values", | |
| "boundary_before_id", | |
| "boundary_after_id", | |
| "latent_mask", | |
| "affect_condition_mask", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask", | |
| "prefix_latents", | |
| "prefix_mask", | |
| "span_context_hidden" | |
| ], | |
| "outputs": [ | |
| "latent_velocity" | |
| ], | |
| "required": true | |
| }, | |
| "vector_estimator_256": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vector_estimator_256.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "noise", | |
| "time", | |
| "expanded_phone_ids", | |
| "voice_id", | |
| "language_id", | |
| "affect_values", | |
| "boundary_before_id", | |
| "boundary_after_id", | |
| "latent_mask", | |
| "affect_condition_mask", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask", | |
| "prefix_latents", | |
| "prefix_mask", | |
| "span_context_hidden" | |
| ], | |
| "outputs": [ | |
| "velocity" | |
| ], | |
| "required": false | |
| }, | |
| "vector_estimator_384": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vector_estimator_384.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "noise", | |
| "time", | |
| "expanded_phone_ids", | |
| "voice_id", | |
| "language_id", | |
| "affect_values", | |
| "boundary_before_id", | |
| "boundary_after_id", | |
| "latent_mask", | |
| "affect_condition_mask", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask", | |
| "prefix_latents", | |
| "prefix_mask", | |
| "span_context_hidden" | |
| ], | |
| "outputs": [ | |
| "velocity" | |
| ], | |
| "required": false | |
| }, | |
| "vector_estimator_512": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vector_estimator_512.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "noise", | |
| "time", | |
| "expanded_phone_ids", | |
| "voice_id", | |
| "language_id", | |
| "affect_values", | |
| "boundary_before_id", | |
| "boundary_after_id", | |
| "latent_mask", | |
| "affect_condition_mask", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask", | |
| "prefix_latents", | |
| "prefix_mask", | |
| "span_context_hidden" | |
| ], | |
| "outputs": [ | |
| "velocity" | |
| ], | |
| "required": false | |
| }, | |
| "vocoder": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vocoder.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "latents", | |
| "latent_mask", | |
| "voice_id", | |
| "language_id", | |
| "emotion_id", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "waveform" | |
| ], | |
| "required": true | |
| }, | |
| "vocoder_256": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vocoder_256.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "latents", | |
| "latent_mask", | |
| "voice_id", | |
| "language_id", | |
| "emotion_id", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "audio" | |
| ], | |
| "required": false | |
| }, | |
| "vocoder_384": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vocoder_384.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "latents", | |
| "latent_mask", | |
| "voice_id", | |
| "language_id", | |
| "emotion_id", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "audio" | |
| ], | |
| "required": false | |
| }, | |
| "vocoder_512": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vocoder_512.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "latents", | |
| "latent_mask", | |
| "voice_id", | |
| "language_id", | |
| "emotion_id", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "audio" | |
| ], | |
| "required": false | |
| }, | |
| "vocoder_adapter": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vocoder_adapter.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "latents", | |
| "latent_mask", | |
| "voice_id", | |
| "language_id", | |
| "emotion_id", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "vocos_features" | |
| ], | |
| "required": false | |
| }, | |
| "vocoder_adapter_256": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vocoder_adapter_256.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "latents", | |
| "latent_mask", | |
| "voice_id", | |
| "language_id", | |
| "emotion_id", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "vocos_features" | |
| ], | |
| "required": false | |
| }, | |
| "vocoder_adapter_384": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vocoder_adapter_384.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "latents", | |
| "latent_mask", | |
| "voice_id", | |
| "language_id", | |
| "emotion_id", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "vocos_features" | |
| ], | |
| "required": false | |
| }, | |
| "vocoder_adapter_512": { | |
| "artifacts": { | |
| "litert": { | |
| "format": "litert", | |
| "path": "litert/vocoder_adapter_512.tflite" | |
| } | |
| }, | |
| "inputs": [ | |
| "latents", | |
| "latent_mask", | |
| "voice_id", | |
| "language_id", | |
| "emotion_id", | |
| "reference_style", | |
| "reference_prosody", | |
| "reference_mask", | |
| "reference_condition_mask" | |
| ], | |
| "outputs": [ | |
| "vocos_features" | |
| ], | |
| "required": false | |
| } | |
| }, | |
| "contract_version": "1.0.0", | |
| "controls": { | |
| "affect": { | |
| "all_zero_is_explicit": true, | |
| "axes": [ | |
| "calm", | |
| "joy", | |
| "anger", | |
| "sadness", | |
| "sarcasm", | |
| "questioning" | |
| ], | |
| "axis_order_version": 1, | |
| "condition_mask_input": true, | |
| "default_preset": "calm", | |
| "dimension": 6, | |
| "enabled": true, | |
| "guidance": { | |
| "default_scale": 1.0, | |
| "enabled": true, | |
| "host_linear_combination": true, | |
| "identity_reference_retained": true, | |
| "minimum_scale": 0.0, | |
| "null_condition_mask": 0.0 | |
| }, | |
| "legacy_presets": { | |
| "angry": [ | |
| 0.0, | |
| 0.0, | |
| 0.75, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "excited": [ | |
| 0.0, | |
| 1.0, | |
| 0.25, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "friendly": [ | |
| 0.5, | |
| 0.5, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "frustrated": [ | |
| 0.0, | |
| 0.0, | |
| 0.5, | |
| 0.25, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "happy": [ | |
| 0.0, | |
| 0.75, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "neutral": [ | |
| 0.5, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "sad": [ | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.75, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "sarcastic": [ | |
| 0.25, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.75, | |
| 0.0 | |
| ], | |
| "unsure": [ | |
| 0.25, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.75 | |
| ] | |
| }, | |
| "preset_version": 2, | |
| "presets": { | |
| "anger": [ | |
| 0.0, | |
| 0.0, | |
| 0.75, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "calm": [ | |
| 0.5, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "joy": [ | |
| 0.0, | |
| 0.75, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "questioning": [ | |
| 0.25, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.75 | |
| ], | |
| "sadness": [ | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.75, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "sarcasm": [ | |
| 0.25, | |
| 0.0, | |
| 0.0, | |
| 0.0, | |
| 0.75, | |
| 0.0 | |
| ] | |
| }, | |
| "range": [ | |
| 0.0, | |
| 1.0 | |
| ] | |
| }, | |
| "chunk_context": { | |
| "artificial_continuation_boundaries": [ | |
| "chunk_continue" | |
| ], | |
| "artificial_continuation_phone": null, | |
| "boundary_after_values": [ | |
| "sentence_end", | |
| "paragraph_end", | |
| "clause_continue", | |
| "chunk_continue" | |
| ], | |
| "boundary_before_values": [ | |
| "sentence_start", | |
| "paragraph_start", | |
| "clause_continue", | |
| "chunk_continue" | |
| ], | |
| "clause_continuation_fallback_phone": "<pause_comma>", | |
| "conditioning": "boundary_embeddings", | |
| "context_phone_tokens": { | |
| "continuation": "<ctx_continuation>", | |
| "sentence_end": "<ctx_sentence_end>", | |
| "sentence_start": "<ctx_sentence_start>" | |
| }, | |
| "default_boundary_after": "sentence_end", | |
| "default_boundary_before": "sentence_start", | |
| "emit_context_phone_tokens": false, | |
| "linguistic_continuation_boundaries": [ | |
| "clause_continue" | |
| ], | |
| "schema_version": 2 | |
| }, | |
| "emotion_guidance": { | |
| "emotion_condition_mask_input": true, | |
| "enabled": false, | |
| "reference_condition_mask_input": true, | |
| "strength_mixing": "runtime_linear_combination" | |
| }, | |
| "emotions": { | |
| "asset": "assets/emotions.json", | |
| "count": 9, | |
| "enabled": false | |
| }, | |
| "energy": { | |
| "default": 1.0, | |
| "max": 1.5, | |
| "min": 0.5 | |
| }, | |
| "fixed_shapes": { | |
| "g2p_text_tokens": 512, | |
| "latent_frames": 640, | |
| "phone_frames": 512 | |
| }, | |
| "graph_input_contract": "scyllasband_affect_v1", | |
| "pitch": { | |
| "default": 0.0, | |
| "max": 4.0, | |
| "min": -4.0 | |
| }, | |
| "prefix_conditioning": { | |
| "component": "vector_estimator", | |
| "enabled": true, | |
| "inputs": [ | |
| "prefix_latents", | |
| "prefix_mask" | |
| ], | |
| "max_frames": 24 | |
| }, | |
| "punctuation_silence": { | |
| "silence_phone": "<sil>", | |
| "target": "explicit_silence" | |
| }, | |
| "reference_packs": { | |
| "asset_dir": "assets/voice_packs", | |
| "conditioning": { | |
| "duration_predictor": "additive", | |
| "vector_estimator": "additive", | |
| "vocoder": "additive" | |
| }, | |
| "enabled": true, | |
| "fallback_weight": 0.25, | |
| "manifest": "assets/voice_packs/reference_packs.json", | |
| "normalization": "runtime_standardized_reference_pack_features", | |
| "prosody_dim": 32, | |
| "style_dim": 128 | |
| }, | |
| "runtime_acceleration": { | |
| "backend": "litert", | |
| "native_gpu_acceleration": { | |
| "cuda_required": false, | |
| "platform_targets": { | |
| "android-arm64": { | |
| "gpu_accelerator_library": "libLiteRtClGlAccelerator.so", | |
| "gpu_backend": "OpenCL + OpenGL", | |
| "runtime_library": "libLiteRt.so" | |
| }, | |
| "android-x86_64": { | |
| "gpu_accelerator_library": "libLiteRtClGlAccelerator.so", | |
| "gpu_backend": "OpenCL + OpenGL", | |
| "runtime_library": "libLiteRt.so" | |
| }, | |
| "ios-arm64": { | |
| "gpu_accelerator_library": "libLiteRtMetalAccelerator.dylib", | |
| "gpu_backend": "Metal", | |
| "runtime_library": "libLiteRt.dylib" | |
| }, | |
| "ios-sim-arm64": { | |
| "gpu_accelerator_library": "libLiteRtMetalAccelerator.dylib", | |
| "gpu_backend": "Metal", | |
| "runtime_library": "libLiteRt.dylib" | |
| }, | |
| "linux-arm64": { | |
| "gpu_accelerator_library": "libLiteRtWebGpuAccelerator.so", | |
| "gpu_backend": "WebGPU (Vulkan)", | |
| "runtime_library": "libLiteRt.so" | |
| }, | |
| "linux-x86_64": { | |
| "gpu_accelerator_library": "libLiteRtWebGpuAccelerator.so", | |
| "gpu_backend": "WebGPU (Vulkan)", | |
| "runtime_library": "libLiteRt.so" | |
| }, | |
| "macos-arm64": { | |
| "gpu_accelerator_library": "libLiteRtMetalAccelerator.dylib", | |
| "gpu_backend": "Metal", | |
| "runtime_library": "libLiteRt.dylib" | |
| }, | |
| "windows-x86_64": { | |
| "gpu_accelerator_library": "libLiteRtWebGpuAccelerator.dll", | |
| "gpu_backend": "WebGPU (Direct3D)", | |
| "runtime_library": "libLiteRt.dll" | |
| } | |
| } | |
| }, | |
| "runtime_version": "2.1.5", | |
| "source": "scyllasband_hf_staging_inferred_from_bundle", | |
| "vector_estimator": { | |
| "execution": "single_graph", | |
| "min_gpu_split_vector_latent_frames": null, | |
| "policy": "cpu_or_runtime_selected_single_graph", | |
| "prefix_accelerator": null, | |
| "split_artifacts": [], | |
| "split_artifacts_available": false, | |
| "split_block": null, | |
| "tail_accelerator": null | |
| }, | |
| "vocoder": { | |
| "accelerator": "gpu_when_runtime_accelerator_gpu", | |
| "fallback_accelerator": "cpu", | |
| "policy": "gpu_vocoder_default_for_gpu_accelerator" | |
| } | |
| }, | |
| "sampler": { | |
| "choices": [ | |
| "euler", | |
| "heun" | |
| ], | |
| "default": "heun" | |
| }, | |
| "span_conditioning": { | |
| "context_max_phones": 768, | |
| "enabled": true, | |
| "encoder_component": "vector_context_encoder", | |
| "encoder_inputs": [ | |
| "span_context_phone_ids", | |
| "span_context_segment_ids", | |
| "span_context_mask" | |
| ], | |
| "hidden_size": 512, | |
| "segments": 3, | |
| "solver_input": "span_context_hidden" | |
| }, | |
| "speed": { | |
| "default": 1.0, | |
| "max": 1.25, | |
| "min": 0.75 | |
| }, | |
| "steps": { | |
| "default": 8, | |
| "max": 64, | |
| "min": 1 | |
| }, | |
| "target_buckets": { | |
| "bucket_margin_frames": 0, | |
| "buckets": [ | |
| { | |
| "default": false, | |
| "latent_frames": 256, | |
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