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all working, time to start cleaning up

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Signed-off-by: Peter Staar <taa@zurich.ibm.com>
This commit is contained in:
Peter Staar 2025-06-13 11:10:32 +02:00
parent 6dead88464
commit 05b8485dfb
3 changed files with 471 additions and 44 deletions
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15
docling/pipeline/asr_pipeline.py
View File

@ -29,6 +29,8 @@ from docling.datamodel.settings import settings
from docling.pipeline.base_pipeline import BasePipeline from docling.pipeline.base_pipeline import BasePipeline
from docling.utils.profiling import ProfilingScope, TimeRecorder from docling.utils.profiling import ProfilingScope, TimeRecorder
import librosa
_log = logging.getLogger(__name__) _log = logging.getLogger(__name__)
@ -85,6 +87,9 @@ class _WhisperModel:
"openai/whisper-tiny" "openai/whisper-tiny"
) )
# FIXME
self.max_new_tokens = 256
_log.info(f"model is loaded: {self.model_repo}") _log.info(f"model is loaded: {self.model_repo}")
def run(self, conv_res: ConversionResult): def run(self, conv_res: ConversionResult):
@ -112,6 +117,13 @@ class _WhisperModel:
f"read the file .. (sampling-rate: {sampling_rate}, array: {array.shape})" f"read the file .. (sampling-rate: {sampling_rate}, array: {array.shape})"
) )
array, sampling_rate = librosa.load(fpath, sr=16000)
_log.info(
f"read the file .. (sampling-rate: {sampling_rate}, array: {array.shape})"
)
processed_input = self.processor( processed_input = self.processor(
array, array,
sampling_rate=self.processor.feature_extractor.sampling_rate, # sampling_rate, sampling_rate=self.processor.feature_extractor.sampling_rate, # sampling_rate,
@ -125,10 +137,11 @@ class _WhisperModel:
).input_features ).input_features
_log.info(f"got input-features: {input_features.shape}") _log.info(f"got input-features: {input_features.shape}")
_log.info(f"max new tokens: {self.max_new_tokens}")
# generate token ids by running model forward sequentially # generate token ids by running model forward sequentially
predicted_ids = self.model.generate( predicted_ids = self.model.generate(
input_features, max_new_tokens=256, return_timestamps=True input_features, max_new_tokens=self.max_new_tokens, return_timestamps=True
) )
_log.info("ran model ..") _log.info("ran model ..")

1
pyproject.toml
View File

@ -100,6 +100,7 @@ rapidocr = [
# 'onnxruntime (>=1.7.0,<1.20.0) ; python_version < "3.10"', # 'onnxruntime (>=1.7.0,<1.20.0) ; python_version < "3.10"',
] ]
asr = [ asr = [
"librosa>=0.11.0",
"soundfile>=0.13.1", "soundfile>=0.13.1",
] ]

499
uv.lock generated
View File

@ -7,11 +7,14 @@ resolution-markers = [
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