Fix kokoro batch issue (#128)

* Fix kokoro batch issue

* code

* fix batch size

---------

Co-authored-by: Freddy Boulton <freddyboulton@hf-freddy.local>
This commit is contained in:
Freddy Boulton
2025-03-05 19:43:02 -05:00
committed by GitHub
parent 6517a93472
commit df0706e048
2 changed files with 58 additions and 0 deletions

View File

@@ -39,6 +39,48 @@ def get_tts_model(model: Literal["kokoro"] = "kokoro") -> TTSModel:
return m
class KokoroFixedBatchSize:
# Source: https://github.com/thewh1teagle/kokoro-onnx/issues/115#issuecomment-2676625392
def _split_phonemes(self, phonemes: str) -> list[str]:
MAX_PHONEME_LENGTH = 510
max_length = MAX_PHONEME_LENGTH - 1
batched_phonemes = []
while len(phonemes) > max_length:
# Find best split point within limit
split_idx = max_length
# Try to find the last period before max_length
period_idx = phonemes.rfind(".", 0, max_length)
if period_idx != -1:
split_idx = period_idx + 1 # Include period
else:
# Try other punctuation
match = re.search(
r"[!?;,]", phonemes[:max_length][::-1]
) # Search backwards
if match:
split_idx = max_length - match.start()
else:
# Try last space
space_idx = phonemes.rfind(" ", 0, max_length)
if space_idx != -1:
split_idx = space_idx
# If no good split point is found, force split at max_length
chunk = phonemes[:split_idx].strip()
batched_phonemes.append(chunk)
# Move to the next part
phonemes = phonemes[split_idx:].strip()
# Add remaining phonemes
if phonemes:
batched_phonemes.append(phonemes)
return batched_phonemes
class KokoroTTSModel(TTSModel):
def __init__(self):
from kokoro_onnx import Kokoro
@@ -48,6 +90,8 @@ class KokoroTTSModel(TTSModel):
voices_path=hf_hub_download("fastrtc/kokoro-onnx", "voices-v1.0.bin"),
)
self.model._split_phonemes = KokoroFixedBatchSize()._split_phonemes
def tts(
self, text: str, options: KokoroTTSOptions | None = None
) -> tuple[int, NDArray[np.float32]]:
@@ -74,6 +118,7 @@ class KokoroTTSModel(TTSModel):
):
if s_idx != 0 and chunk_idx == 0:
yield chunk[1], np.zeros(chunk[1] // 7, dtype=np.float32)
chunk_idx += 1
yield chunk[1], chunk[0]
def stream_tts_sync(