Index

A

add() (birdnet_tiny_forge.registries.base.RegistryBase class method)

AudioDataset (class in birdnet_tiny_forge.datasets) AudioPreprocessor (class in birdnet_tiny_forge.features.microspeech.tflite_micro_frontend)

B

BatchedParquetDataset (class in birdnet_tiny_forge.datasets) (class in birdnet_tiny_forge.datasets.batched_parquet_dataset) birdnet_tiny_forge module birdnet_tiny_forge.datasets module birdnet_tiny_forge.datasets.batched_parquet_dataset module birdnet_tiny_forge.datasets.keras_model_dataset module birdnet_tiny_forge.datasets.tar_dataset module birdnet_tiny_forge.datasets.tf_dataset module birdnet_tiny_forge.features module birdnet_tiny_forge.features.base module birdnet_tiny_forge.features.microspeech module birdnet_tiny_forge.features.microspeech.extractor module birdnet_tiny_forge.features.microspeech.tflite_micro_frontend module birdnet_tiny_forge.models.base module

birdnet_tiny_forge.models.mobilenet_slimmed module birdnet_tiny_forge.pipeline_registry module birdnet_tiny_forge.pipelines module birdnet_tiny_forge.pipelines.data_preprocessing module birdnet_tiny_forge.pipelines.data_preprocessing.nodes module birdnet_tiny_forge.pipelines.data_preprocessing.pipeline module birdnet_tiny_forge.registries.base module birdnet_tiny_forge.registries.feature_extraction module birdnet_tiny_forge.settings module birdnet_tiny_forge.targets module birdnet_tiny_forge.targets.base module birdnet_tiny_forge.targets.korvo2_bird_logger module BuildTargetBase (class in birdnet_tiny_forge.targets.base)

C

check_feature_extractor_compatible() (birdnet_tiny_forge.targets.base.BuildTargetBase method) check_labels() (birdnet_tiny_forge.targets.base.BuildTargetBase class method) check_model_compatible() (birdnet_tiny_forge.targets.base.BuildTargetBase method) checkpoint_session() (in module birdnet_tiny_forge.models.base)

CHKP_NAME (birdnet_tiny_forge.models.base.TrainingSession attribute) contains() (birdnet_tiny_forge.registries.base.RegistryBase class method) create() (birdnet_tiny_forge.models.base.ModelFactoryBase class method) (birdnet_tiny_forge.models.mobilenet_slimmed.MobilenetSlimmed class method) create_pipeline() (in module birdnet_tiny_forge.pipelines.data_preprocessing.pipeline)

D

decide_splits() (in module birdnet_tiny_forge.pipelines.data_preprocessing.nodes) do_check_feature_extractor_compatible() (birdnet_tiny_forge.targets.base.BuildTargetBase method) (birdnet_tiny_forge.targets.korvo2_bird_logger.Korvo2BirdLogger method)

do_check_model_compatible() (birdnet_tiny_forge.targets.base.BuildTargetBase method) (birdnet_tiny_forge.targets.korvo2_bird_logger.Korvo2BirdLogger method)

E

extract_context() (birdnet_tiny_forge.targets.base.BuildTargetBase method) (birdnet_tiny_forge.targets.korvo2_bird_logger.Korvo2BirdLogger method)

extract_loudest_slice() (in module birdnet_tiny_forge.pipelines.data_preprocessing.nodes) extract_metadata() (in module birdnet_tiny_forge.pipelines.data_preprocessing.nodes)

F

FeatureExtractorBase (class in birdnet_tiny_forge.features.base) FeatureExtractorsRegistry (class in birdnet_tiny_forge.registries.feature_extraction) FeatureParams (class in birdnet_tiny_forge.features.microspeech.tflite_micro_frontend) filter_bank_alignment (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_channel_block_size (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_clamping (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_even_smoothing (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_lower_band_limit_hz (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute)

filter_bank_min_signal_remaining (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_number_of_channels (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_odd_smoothing (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_post_scaling_bits (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_scaling_bits (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_smoothing_bits (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_spectral_subtraction_bits (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) filter_bank_upper_band_limit_hz (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute)

G

generate_feature_using_tflm() (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.AudioPreprocessor method) generate_tflite_file() (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.AudioPreprocessor method) get_best_checkpoint() (birdnet_tiny_forge.models.base.TrainingSession method) get_item() (birdnet_tiny_forge.registries.base.RegistryBase class method) get_metrics() (birdnet_tiny_forge.models.base.TrainingSession method)

get_model_buf() (birdnet_tiny_forge.targets.korvo2_bird_logger.Korvo2BirdLogger static method) get_model_ops_and_acts() (in module birdnet_tiny_forge.targets.korvo2_bird_logger) get_name() (birdnet_tiny_forge.registries.base.RegistryBase class method) get_templates_dir() (birdnet_tiny_forge.targets.base.BuildTargetBase class method) get_toolchain() (birdnet_tiny_forge.targets.base.BuildTargetBase class method) (birdnet_tiny_forge.targets.korvo2_bird_logger.Korvo2BirdLogger class method)

K

KerasModelDataset (class in birdnet_tiny_forge.datasets) (class in birdnet_tiny_forge.datasets.keras_model_dataset)

Korvo2BirdLogger (class in birdnet_tiny_forge.targets.korvo2_bird_logger)

L

legacy_output_scaling (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) load() (birdnet_tiny_forge.datasets.AudioDataset method) (birdnet_tiny_forge.datasets.batched_parquet_dataset.BatchedParquetDataset method) (birdnet_tiny_forge.datasets.BatchedParquetDataset method) (birdnet_tiny_forge.datasets.keras_model_dataset.KerasModelDataset method) (birdnet_tiny_forge.datasets.KerasModelDataset method) (birdnet_tiny_forge.datasets.tar_dataset.TarDataset method) (birdnet_tiny_forge.datasets.TarDataset method) (birdnet_tiny_forge.datasets.tf_dataset.TFDataset method) (birdnet_tiny_forge.datasets.TFDataset method)

M

MicroSpeechExtractor (class in birdnet_tiny_forge.features.microspeech) (class in birdnet_tiny_forge.features.microspeech.extractor) MobilenetSlimmed (class in birdnet_tiny_forge.models.mobilenet_slimmed) model_config (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) ModelFactoryBase (class in birdnet_tiny_forge.models.base) module birdnet_tiny_forge birdnet_tiny_forge.datasets birdnet_tiny_forge.datasets.batched_parquet_dataset birdnet_tiny_forge.datasets.keras_model_dataset birdnet_tiny_forge.datasets.tar_dataset birdnet_tiny_forge.datasets.tf_dataset birdnet_tiny_forge.features birdnet_tiny_forge.features.base birdnet_tiny_forge.features.microspeech birdnet_tiny_forge.features.microspeech.extractor birdnet_tiny_forge.features.microspeech.tflite_micro_frontend birdnet_tiny_forge.models.base birdnet_tiny_forge.models.mobilenet_slimmed birdnet_tiny_forge.pipeline_registry birdnet_tiny_forge.pipelines birdnet_tiny_forge.pipelines.data_preprocessing birdnet_tiny_forge.pipelines.data_preprocessing.nodes birdnet_tiny_forge.pipelines.data_preprocessing.pipeline birdnet_tiny_forge.registries.base birdnet_tiny_forge.registries.feature_extraction birdnet_tiny_forge.settings birdnet_tiny_forge.targets birdnet_tiny_forge.targets.base birdnet_tiny_forge.targets.korvo2_bird_logger

O

on_epoch_end() (birdnet_tiny_forge.models.base.TrainingSession method)

P

parse_op_str() (in module birdnet_tiny_forge.targets.korvo2_bird_logger) pcan_gain_bits (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) pcan_offset (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) pcan_smoothing_bits (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute)

pcan_strength (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) plot_slices_sample() (in module birdnet_tiny_forge.pipelines.data_preprocessing.nodes) plot_splits_info() (in module birdnet_tiny_forge.pipelines.data_preprocessing.nodes) process_target_templates() (birdnet_tiny_forge.targets.base.BuildTargetBase method)

R

register_pipelines() (in module birdnet_tiny_forge.pipeline_registry) RegisterMeta (class in birdnet_tiny_forge.registries.base) RegistryBase (class in birdnet_tiny_forge.registries.base) remove() (birdnet_tiny_forge.registries.base.RegistryBase class method)

reset_tflm() (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.AudioPreprocessor method) run() (birdnet_tiny_forge.features.base.FeatureExtractorBase method) (birdnet_tiny_forge.features.microspeech.extractor.MicroSpeechExtractor method) (birdnet_tiny_forge.features.microspeech.MicroSpeechExtractor method)

S

sample_rate (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) save() (birdnet_tiny_forge.datasets.AudioDataset method) (birdnet_tiny_forge.datasets.batched_parquet_dataset.BatchedParquetDataset method) (birdnet_tiny_forge.datasets.BatchedParquetDataset method) (birdnet_tiny_forge.datasets.keras_model_dataset.KerasModelDataset method) (birdnet_tiny_forge.datasets.KerasModelDataset method) (birdnet_tiny_forge.datasets.tar_dataset.TarDataset method) (birdnet_tiny_forge.datasets.TarDataset method) (birdnet_tiny_forge.datasets.tf_dataset.TFDataset method) (birdnet_tiny_forge.datasets.TFDataset method)

save_labels_dict() (in module birdnet_tiny_forge.pipelines.data_preprocessing.nodes) SELECT_FNS (birdnet_tiny_forge.models.base.TrainingSession attribute) setup_template_environment() (birdnet_tiny_forge.targets.base.BuildTargetBase class method) slices_filter_short() (in module birdnet_tiny_forge.pipelines.data_preprocessing.nodes) slices_make_canonical() (in module birdnet_tiny_forge.pipelines.data_preprocessing.nodes)

T

TarDataset (class in birdnet_tiny_forge.datasets) (class in birdnet_tiny_forge.datasets.tar_dataset) TFDataset (class in birdnet_tiny_forge.datasets) (class in birdnet_tiny_forge.datasets.tf_dataset)

tflite_to_byte_array() (in module birdnet_tiny_forge.targets.korvo2_bird_logger) TrainingSession (class in birdnet_tiny_forge.models.base) transient_registration() (birdnet_tiny_forge.registries.base.RegistryBase class method)

U

use_float_output (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute)

V

validate() (birdnet_tiny_forge.targets.base.BuildTargetBase method)

W

window_scaling_bits (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute)

window_size_ms (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute) window_stride_ms (birdnet_tiny_forge.features.microspeech.tflite_micro_frontend.FeatureParams attribute)