Index

_

__call__() (clarity.enhancer.multiband_compressor.compressor_qmul.Compressor method) (clarity.enhancer.multiband_compressor.crossover.Crossover method) (clarity.enhancer.multiband_compressor.multiband_compressor.MultibandCompressor method)

A

abs_tolerance() (in module tests.conftest) add_anechoic_hrtf_to_noise() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics method) add_audios_to_save() (recipes.cad1.task2.baseline.audio_manager.AudioManager method) add_hrtf_to_stereo_signal() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics method) add_interferer_to_scene() (clarity.data.scene_builder_cec2.SceneBuilder method) add_interferer_to_scene_inner() (in module clarity.data.scene_builder_cec2) add_listener_details_to_scene() (clarity.data.scene_builder_cec2.SceneBuilder method) add_noise() (in module clarity.evaluator.haspi.ebm) add_result() (clarity.utils.results_support.ResultsFile method) (recipes.cec3.baseline.evaluate.ResultsFile method) (recipes.icassp_2023.baseline.evaluate.ResultsFile method) add_SNR_to_scene() (clarity.data.scene_builder_cec2.SceneBuilder method) add_target_to_scene() (clarity.data.scene_builder_cec2.SceneBuilder method) add_this_target_to_scene() (in module clarity.data.scene_builder_cec2) add_two_signals() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics static method) adjust_level() (in module recipes.cad2.task2.baseline.evaluate) alpha (clarity.engine.losses.STOILevelLoss attribute) ambisonic_convolve() (in module clarity.data.HOA_tools_cec2) amplify_signal() (in module recipes.cec3.baseline.enhance) (in module recipes.icassp_2023.baseline.evaluate)

AmpModule (class in recipes.cec1.e009_sheffield.train) ANECHOIC_HRTF_FOR_NOISE (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics attribute) append_results (clarity.utils.results_support.ResultsFile attribute), [1] apply() (clarity.enhancer.nalr.NALR method) apply_baseline_ha() (in module recipes.cad1.task1.baseline.enhance) apply_brir() (clarity.data.scene_renderer_cec1.Renderer method) apply_car_acoustics_to_signal() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics method) apply_commonness() (clarity.utils.car_noise_simulator.carnoise_signal_generator.CarNoiseSignalGenerator static method) apply_filter() (clarity.predictor.torch_msbg.torchloudnorm method) apply_gains() (in module recipes.cad2.task2.baseline.evaluate) apply_hearing_aid() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics method) apply_ramp() (clarity.data.scene_renderer_cec1.Renderer method) audfilt() (in module clarity.evaluator.msbg.smearing) Audiogram (class in clarity.utils.audiogram) audiogram_left (clarity.utils.audiogram.Listener attribute), [1] audiogram_right (clarity.utils.audiogram.Listener attribute), [1] AudioManager (class in recipes.cad1.task2.baseline.audio_manager) AudiometricFIR (class in clarity.enhancer.dsp.filter) ave_covary2() (in module clarity.evaluator.haspi.eb)

B

bandwidth_adjust() (in module clarity.evaluator.haspi.eb) basilar_membrane_add_noise() (in module clarity.evaluator.haspi.eb) better_ear_speechweighted_snr() (in module clarity.data.utils) binaural_mixdown() (in module clarity.data.HOA_tools_cec2) bm_covary() (in module clarity.evaluator.haspi.eb)

BROADEN (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) build() (clarity.enhancer.nalr.NALR method) build_from_rpf() (clarity.data.scene_builder_cec2.RoomBuilder method) build_room() (in module clarity.data.scene_builder_cec2) build_rooms_from_rpf() (in module recipes.cec2.data_preparation.build_scenes)

C

cal_sisnr() (clarity.engine.losses.SISNRLoss method) calibrate_spl() (clarity.predictor.torch_msbg.MSBGHearingModel method) CarNoiseParametersGenerator (class in clarity.utils.car_noise_simulator.carnoise_parameters_generator) CarNoiseSignalGenerator (class in clarity.utils.car_noise_simulator.carnoise_signal_generator) CarSceneAcoustics (class in recipes.cad1.task2.baseline.car_scene_acoustics) center_frequency() (in module clarity.evaluator.haspi.eb) centred_element() (in module clarity.data.HOA_tools_cec2) cepstral_correlation_coef() (in module clarity.evaluator.haspi.ebm) channels (clarity.enhancer.gha.gha_utils.FittingParams attribute) (clarity.enhancer.gha.gha_utils.Gaintable attribute) ChannelwiseLayerNorm (class in clarity.enhancer.dnn.mc_conv_tasnet) check_scene_exists() (in module clarity.data.scene_renderer_cec1) Chomp1d (class in clarity.enhancer.dnn.mc_conv_tasnet) choose_samples() (in module recipes.cad2.task2.process_dataset.generate_train_scenes) chose_norm() (in module clarity.enhancer.dnn.mc_conv_tasnet) clarity module clarity.data module clarity.data.demo_data module clarity.data.HOA_tools_cec2 module clarity.data.scene_builder_cec2 module clarity.data.scene_renderer_cec1 module clarity.data.scene_renderer_cec2 module clarity.data.utils module clarity.engine module clarity.engine.losses module clarity.engine.system module clarity.enhancer module clarity.enhancer.compressor module clarity.enhancer.dnn module clarity.enhancer.dnn.mc_conv_tasnet module clarity.enhancer.dsp module clarity.enhancer.dsp.filter module clarity.enhancer.gha module clarity.enhancer.gha.gainrule_camfit module clarity.enhancer.gha.gha_interface module clarity.enhancer.gha.gha_utils module clarity.enhancer.multiband_compressor module clarity.enhancer.multiband_compressor.compressor_qmul module clarity.enhancer.multiband_compressor.crossover module, [1] clarity.enhancer.multiband_compressor.multiband_compressor module clarity.enhancer.nalr module clarity.evaluator module clarity.evaluator.haaqi module clarity.evaluator.haaqi.haaqi module clarity.evaluator.haspi module clarity.evaluator.haspi.eb module clarity.evaluator.haspi.ebm module clarity.evaluator.haspi.haspi module clarity.evaluator.haspi.ip module clarity.evaluator.hasqi module clarity.evaluator.hasqi.hasqi module

clarity.evaluator.mbstoi module clarity.evaluator.mbstoi.mbstoi module clarity.evaluator.mbstoi.mbstoi_utils module clarity.evaluator.msbg module clarity.evaluator.msbg.cochlea module clarity.evaluator.msbg.msbg module clarity.evaluator.msbg.msbg_hparams module clarity.evaluator.msbg.msbg_utils module clarity.evaluator.msbg.smearing module clarity.predictor module clarity.predictor.torch_msbg module clarity.predictor.torch_stoi module clarity.utils module clarity.utils.audiogram module clarity.utils.car_noise_simulator module clarity.utils.car_noise_simulator.carnoise_parameters_generator module clarity.utils.car_noise_simulator.carnoise_signal_generator module clarity.utils.file_io module clarity.utils.flac_encoder module clarity.utils.results_support module clarity.utils.signal_processing module clarity.utils.source_separation_support module clip_audio() (recipes.cad1.task2.baseline.audio_manager.AudioManager method) clip_signal() (in module clarity.utils.signal_processing) Cochlea (class in clarity.evaluator.msbg.cochlea) common_step() (clarity.engine.system.System method) (recipes.cec1.e009_sheffield.train.AmpModule method) (recipes.cec1.e009_sheffield.train.DenModule method) Compressor (class in clarity.enhancer.compressor) (class in clarity.enhancer.multiband_compressor) (class in clarity.enhancer.multiband_compressor.compressor_qmul), [1] compute_average_hearing_loss() (in module recipes.cad1.task2.baseline.enhance) compute_band_rotation() (in module clarity.data.HOA_tools_cec2) compute_coefficients() (in module clarity.enhancer.multiband_compressor.crossover), [1] compute_envelope() (in module clarity.evaluator.msbg.cochlea) compute_haaqi() (in module clarity.evaluator.haaqi) (in module clarity.evaluator.haaqi.haaqi) compute_haspi_for_signal() (in module recipes.cpc2.baseline.compute_haspi) (in module recipes.cpc3.baseline.compute_haspi) compute_metric() (in module recipes.cec3.baseline.evaluate) (in module recipes.icassp_2023.baseline.evaluate) compute_proportion_overlap() (in module clarity.enhancer.gha.gainrule_camfit) compute_recruitment_parameters() (in module clarity.evaluator.msbg.cochlea) compute_rms() (in module clarity.data.HOA_tools_cec2) (in module clarity.utils.signal_processing) compute_rotation_matrix() (in module clarity.data.HOA_tools_cec2) compute_rotation_vector() (in module clarity.data.HOA_tools_cec2) compute_scores() (in module recipes.cpc1.baseline.compute_scores) (in module recipes.cpc1.e029_sheffield.evaluate) (in module recipes.cpc1.e032_sheffield.evaluate) (in module recipes.cpc2.baseline.evaluate) (in module recipes.cpc3.baseline.evaluate) compute_snr() (clarity.data.scene_renderer_cec1.Renderer method) compute_UVW_coefficients() (in module clarity.data.HOA_tools_cec2) configure_optimizers() (clarity.engine.system.System method) convert_a_to_b_format() (in module clarity.data.HOA_tools_cec2) convert_rms_to_sl() (in module clarity.evaluator.haspi.eb) ConvTasNet (class in clarity.enhancer.dnn.mc_conv_tasnet) create_audio_train() (in module recipes.cad2.task2.process_dataset.process_zenodo_download) create_audio_valid() (in module recipes.cad2.task2.process_dataset.process_zenodo_download) create_configured_cfgfile() (clarity.enhancer.gha.gha_interface.GHAHearingAid method) create_HA_inputs() (clarity.enhancer.gha.gha_interface.GHAHearingAid method) Crossover (class in clarity.enhancer.multiband_compressor) (class in clarity.enhancer.multiband_compressor.crossover), [1]

D

DateCreated (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) dB_to_gain() (in module clarity.data.HOA_tools_cec2) decode() (clarity.utils.flac_encoder.FlacEncoder static method) Decoder (class in clarity.enhancer.dnn.mc_conv_tasnet) decompose_signal() (in module recipes.cad1.task1.baseline.enhance)

DenModule (class in recipes.cec1.e009_sheffield.train) denoms (clarity.evaluator.msbg.cochlea.FilterBank attribute) denormalize_signals() (in module clarity.utils.signal_processing) DepthwiseSeparableConv (class in clarity.enhancer.dnn.mc_conv_tasnet) detect_silent_frames() (clarity.predictor.torch_stoi.NegSTOILoss static method) dot() (in module clarity.data.HOA_tools_cec2)

E

Ear (class in clarity.evaluator.msbg.msbg) ear_model() (in module clarity.evaluator.haspi.eb) edge_frequencies (clarity.enhancer.gha.gha_utils.FittingParams attribute) encode() (clarity.utils.flac_encoder.FlacEncoder method) enhance() (in module recipes.cad1.task1.baseline.enhance) (in module recipes.cad1.task1.baseline.test) (in module recipes.cad1.task2.baseline.enhance) (in module recipes.cad1.task2.baseline.test) (in module recipes.cec1.baseline.enhance) (in module recipes.cec2.baseline.enhance) (in module recipes.cec3.baseline.enhance) (in module recipes.icassp_2023.baseline.enhance)

enhance_song() (in module recipes.cad1.task2.baseline.enhance) env_compress_basilar_membrane() (in module clarity.evaluator.haspi.eb) env_filter() (in module clarity.evaluator.haspi.ebm) env_smooth() (in module clarity.evaluator.haspi.eb) envelope_align() (in module clarity.evaluator.haspi.eb) envelope_sl() (in module clarity.evaluator.haspi.eb) equalisation_cancellation() (in module clarity.evaluator.mbstoi.mbstoi_utils) equalise_level() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics method) equalise_rms_levels() (in module clarity.data.HOA_tools_cec2) ERBn_CentFrq (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) evaluate() (in module recipes.cpc2.baseline.evaluate) (in module recipes.cpc3.baseline.evaluate) evaluate_scene() (in module recipes.cad1.task2.baseline.evaluate)

F

f_smear (clarity.predictor.torch_msbg.MSBGHearingModel attribute) file_name (clarity.utils.results_support.ResultsFile attribute), [1] FileDecoder (class in clarity.utils.flac_encoder) FILTER_ORDER (clarity.enhancer.multiband_compressor.Crossover attribute) (clarity.enhancer.multiband_compressor.crossover.Crossover attribute), [1] FilterBank (class in clarity.evaluator.msbg.cochlea) FINAl_MULTIPLIER (clarity.utils.car_noise_simulator.carnoise_signal_generator.CarNoiseSignalGenerator attribute) find_delay_impulse() (in module clarity.evaluator.mbstoi.mbstoi_utils) fir2() (in module clarity.evaluator.msbg.msbg_utils) fir_modulation_filter() (in module clarity.evaluator.haspi.ebm) firwin2() (in module clarity.evaluator.msbg.msbg_utils) fit() (recipes.cpc1.baseline.compute_scores.Model method) (recipes.cpc1.e029_sheffield.evaluate.Model method) (recipes.cpc1.e032_sheffield.evaluate.Model method) (recipes.cpc2.baseline.predict.LogisticModel method) (recipes.cpc3.baseline.shared_predict_utils.LogisticModel method) FittingParams (class in clarity.enhancer.gha.gha_utils) FlacEncoder (class in clarity.utils.flac_encoder) format_gaintable() (in module clarity.enhancer.gha.gha_utils) forward() (clarity.engine.losses.SISNRLoss method) (clarity.engine.losses.SNRLoss method) (clarity.engine.losses.STOILevelLoss method) (clarity.engine.losses.STOILoss method) (clarity.engine.system.System method) (clarity.enhancer.dnn.mc_conv_tasnet.ChannelwiseLayerNorm method) (clarity.enhancer.dnn.mc_conv_tasnet.Chomp1d method) (clarity.enhancer.dnn.mc_conv_tasnet.ConvTasNet method) (clarity.enhancer.dnn.mc_conv_tasnet.Decoder method) (clarity.enhancer.dnn.mc_conv_tasnet.DepthwiseSeparableConv method) (clarity.enhancer.dnn.mc_conv_tasnet.GlobalLayerNorm method) (clarity.enhancer.dnn.mc_conv_tasnet.SpatialEncoder method) (clarity.enhancer.dnn.mc_conv_tasnet.SpectralEncoder method) (clarity.enhancer.dnn.mc_conv_tasnet.TemporalBlock method) (clarity.enhancer.dnn.mc_conv_tasnet.TemporalConvNet method) (clarity.enhancer.dsp.filter.AudiometricFIR method) (clarity.predictor.torch_msbg.MSBGHearingModel method) (clarity.predictor.torch_msbg.torchloudnorm method) (clarity.predictor.torch_stoi.NegSTOILoss method)

frequencies (clarity.enhancer.gha.gha_utils.FittingParams attribute) (clarity.enhancer.gha.gha_utils.Gaintable attribute) (clarity.utils.audiogram.Audiogram attribute), [1] from_dict() (clarity.utils.audiogram.Listener static method) Fs (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute)

G

gainrule_camfit_compr() (in module clarity.enhancer.gha.gainrule_camfit) gainrule_camfit_linear() (in module clarity.enhancer.gha.gainrule_camfit) gains() (in module clarity.enhancer.gha.gainrule_camfit) Gaintable (class in clarity.enhancer.gha.gha_utils) gamma_a (clarity.engine.losses.STOILevelLoss attribute) gammatone_bandwidth_demodulation() (in module clarity.evaluator.haspi.eb) gammatone_basilar_membrane() (in module clarity.evaluator.haspi.eb) gammatone_filterbank() (in module clarity.evaluator.msbg.cochlea) GEAR_LOOKUP (clarity.utils.car_noise_simulator.carnoise_parameters_generator.CarNoiseParametersGenerator attribute) gen_eh2008_speech_noise() (in module clarity.evaluator.msbg.msbg_utils) gen_parameters() (clarity.utils.car_noise_simulator.carnoise_parameters_generator.CarNoiseParametersGenerator method) gen_tone() (in module clarity.evaluator.msbg.msbg_utils) generate_binaural_signals() (clarity.data.scene_renderer_cec2.SceneRenderer method) generate_car_noise() (clarity.utils.car_noise_simulator.carnoise_signal_generator.CarNoiseSignalGenerator method) generate_engine_noise() (clarity.utils.car_noise_simulator.carnoise_signal_generator.CarNoiseSignalGenerator method) generate_hoa_signals() (clarity.data.scene_renderer_cec2.SceneRenderer method) generate_key_percent() (in module clarity.evaluator.msbg.msbg_utils) generate_rotation() (in module clarity.data.scene_builder_cec2) generate_scene_listener() (in module recipes.cad2.task2.process_dataset.generate_train_scenes) generate_scenes() (in module recipes.cad2.task2.process_dataset.generate_train_scenes) generate_snr() (in module clarity.data.scene_builder_cec2) generate_source_noise() (clarity.utils.car_noise_simulator.carnoise_signal_generator.CarNoiseSignalGenerator method) get_bump_params() (clarity.utils.car_noise_simulator.carnoise_signal_generator.CarNoiseSignalGenerator method) get_car_noise() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics method) get_demo_data() (in module clarity.data.demo_data) get_device() (in module clarity.utils.source_separation_support) (in module recipes.cad1.task1.baseline.enhance) get_engine_params() (clarity.utils.car_noise_simulator.carnoise_signal_generator.CarNoiseSignalGenerator method) get_gaintable() (in module clarity.enhancer.gha.gha_utils)

get_hrirs_demo() (in module clarity.data.demo_data) get_interferers_demo() (in module clarity.data.demo_data) get_lufs_level() (recipes.cad1.task2.baseline.audio_manager.AudioManager method) get_metadata_demo() (in module clarity.data.demo_data) get_neural_net() (in module clarity.evaluator.haspi.ip) get_num_post_samples() (in module clarity.data.scene_builder_cec2) get_num_pre_samples() (in module clarity.data.scene_builder_cec2) get_random_car_params() (in module recipes.cad1.task2.data_preparation.build_scene_metadata) get_random_head_rotation() (in module recipes.cad1.task2.data_preparation.build_scene_metadata) get_random_hrir_set() (in module clarity.data.scene_builder_cec2) get_random_interferer_offset() (in module clarity.data.scene_builder_cec2) get_random_snr() (in module recipes.cad1.task2.data_preparation.build_scene_metadata) get_room() (clarity.data.scene_builder_cec2.RoomBuilder method) get_room_dims() (in module clarity.data.scene_builder_cec2) get_room_name() (in module clarity.data.scene_builder_cec2) get_rooms_demo() (in module clarity.data.demo_data) get_scenes_demo() (in module clarity.data.demo_data) get_src_correction() (clarity.evaluator.msbg.msbg.Ear static method) get_targets_demo() (in module clarity.data.demo_data) get_vector() (in module clarity.data.scene_builder_cec2) GHAHearingAid (class in clarity.enhancer.gha.gha_interface) GlobalLayerNorm (class in clarity.enhancer.dnn.mc_conv_tasnet) group_delay_compensate() (in module clarity.evaluator.haspi.eb) gt_fir_sin (clarity.predictor.torch_msbg.MSBGHearingModel attribute) GTFParamDict (class in clarity.evaluator.msbg.msbg_utils) GTn_CentFrq (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) GTn_denoms (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) GTn_nums (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) GTnDelays (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute)

H

haaqi_v1() (in module clarity.evaluator.haaqi) (in module clarity.evaluator.haaqi.haaqi) has_frequencies() (clarity.utils.audiogram.Audiogram method) haspi_v2() (in module clarity.evaluator.haspi) (in module clarity.evaluator.haspi.haspi) haspi_v2_be() (in module clarity.evaluator.haspi) (in module clarity.evaluator.haspi.haspi) hasqi_v2() (in module clarity.evaluator.hasqi) (in module clarity.evaluator.hasqi.hasqi) hasqi_v2_better_ear() (in module clarity.evaluator.hasqi) (in module clarity.evaluator.hasqi.hasqi) header_columns (clarity.utils.results_support.ResultsFile attribute), [1] high_pass (clarity.predictor.torch_msbg.torchloudnorm attribute) HOARotator (class in clarity.data.HOA_tools_cec2) HP_Delays (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute)

HP_denoms (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) HP_FCorner (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) HP_nums (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) hydra_cfg() (in module tests.recipes.cec1.baseline.test_enhance) (in module tests.recipes.cec1.baseline.test_evaluate) (in module tests.recipes.cec2.baseline.test_enhance) (in module tests.recipes.cec2.baseline.test_evaluate) (in module tests.recipes.cpc1.baseline.test_compute_scores) (in module tests.recipes.cpc1.baseline.test_run) (in module tests.recipes.cpc2.baseline.test_compute_haspi) (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) (in module tests.recipes.cpc2.baseline.test_predict) (in module tests.recipes.icassp_2023.baseline.test_enhance) (in module tests.recipes.icassp_2023.baseline.test_evaluate) (in module tests.recipes.icassp_2023.baseline.test_report_score)

I

id (clarity.utils.audiogram.Listener attribute), [1] initialise_scenes() (clarity.data.scene_builder_cec2.SceneBuilder method) inner_hair_cell_adaptation() (in module clarity.evaluator.haspi.eb) input_align() (in module clarity.evaluator.haspi.eb)

instantiate_scenes() (clarity.data.scene_builder_cec2.SceneBuilder method) (in module recipes.cec2.data_preparation.build_scenes) integrated_loudness() (clarity.predictor.torch_msbg.torchloudnorm method) InterfererType (class in clarity.data.scene_builder_cec2) isothr() (in module clarity.enhancer.gha.gainrule_camfit)

J

join_batches() (in module recipes.cad1.task1.baseline.merge_batches_results) (in module recipes.cad1.task2.baseline.merge_batches_results) (in module recipes.cad2.task2.baseline.merge_batches_results)

K

kt_score() (in module recipes.cpc1.baseline.compute_scores) (in module recipes.cpc1.e029_sheffield.evaluate) (in module recipes.cpc1.e032_sheffield.evaluate) (in module recipes.cpc2.baseline.evaluate) (in module recipes.cpc3.baseline.evaluate)

L

l2norm() (clarity.engine.losses.SNRLoss method) levels (clarity.enhancer.gha.gha_utils.FittingParams attribute) (clarity.enhancer.gha.gha_utils.Gaintable attribute) (clarity.utils.audiogram.Audiogram attribute), [1] linkwitz_riley() (in module clarity.enhancer.multiband_compressor.crossover), [1] listen() (in module recipes.cec1.baseline.evaluate) (in module recipes.cpc1.baseline.run) Listener (class in clarity.utils.audiogram) load() (clarity.data.scene_builder_cec2.RoomBuilder method) load_dataset_with_haspi() (in module recipes.cpc3.baseline.shared_predict_utils)

load_hrtf() (in module recipes.cad1.task2.baseline.baseline_utils) load_interferer_hoairs() (clarity.data.scene_renderer_cec2.SceneRenderer method) load_interferer_signals() (clarity.data.scene_renderer_cec2.SceneRenderer method) load_listener_dict() (clarity.utils.audiogram.Listener static method) load_listeners_and_scenes() (in module recipes.cad1.task2.baseline.baseline_utils) load_reference_stems() (in module recipes.cad2.task2.baseline.evaluate) load_scenes_data() (in module recipes.cec3.baseline.report_score) LogisticModel (class in recipes.cpc2.baseline.predict) (class in recipes.cpc3.baseline.shared_predict_utils) loss_parameters() (in module clarity.evaluator.haspi.eb)

M

main() (in module recipes.cec3.baseline.report_score) make_all_pass() (in module clarity.enhancer.multiband_compressor.crossover), [1] make_calibration_signal() (clarity.evaluator.msbg.msbg.Ear method) make_disjoint_train_set() (in module recipes.cpc2.baseline.predict) (in module recipes.cpc3.baseline.shared_predict_utils) make_hoa_target_anechoic() (clarity.data.scene_renderer_cec2.SceneRenderer method) make_interferer_filename() (clarity.data.scene_renderer_cec2.SceneRenderer method) make_random_matrix() (in module tests.conftest) make_rpf_filename_dict() (in module clarity.data.scene_builder_cec2) make_scene_listener_list() (in module recipes.cad1.task2.baseline.baseline_utils) (in module recipes.cad2.task2.baseline.evaluate) (in module recipes.cec3.baseline.evaluate) (in module recipes.icassp_2023.baseline.evaluate) make_smear_mat3() (in module clarity.evaluator.msbg.smearing) make_song_listener_list() (in module recipes.cad1.task1.baseline.evaluate) map_to_dict() (in module recipes.cad1.task1.baseline.enhance) masked_mean() (in module clarity.predictor.torch_stoi) masked_norm() (in module clarity.predictor.torch_stoi) mbstoi() (in module clarity.evaluator.mbstoi) (in module clarity.evaluator.mbstoi.mbstoi) meanvar_norm() (in module clarity.predictor.torch_stoi) measure_loudness() (clarity.engine.losses.STOILevelLoss method) measure_rms() (clarity.predictor.torch_msbg.MSBGHearingModel method) (in module clarity.evaluator.msbg.msbg_utils) mel_cepstrum_correlation() (in module clarity.evaluator.haspi.eb) melcor9() (in module clarity.evaluator.haspi.eb) melcor9_crosscovmatrix() (in module clarity.evaluator.haspi.eb) middle_ear() (in module clarity.evaluator.haspi.eb) Model (class in recipes.cpc1.baseline.compute_scores) (class in recipes.cpc1.e029_sheffield.evaluate) (class in recipes.cpc1.e032_sheffield.evaluate) model() (in module tests.recipes.cpc2.baseline.test_predict) modulation_cross_correlation() (in module clarity.evaluator.haspi.ebm) module clarity clarity.data clarity.data.demo_data clarity.data.HOA_tools_cec2 clarity.data.scene_builder_cec2 clarity.data.scene_renderer_cec1 clarity.data.scene_renderer_cec2 clarity.data.utils clarity.engine clarity.engine.losses clarity.engine.system clarity.enhancer clarity.enhancer.compressor clarity.enhancer.dnn clarity.enhancer.dnn.mc_conv_tasnet clarity.enhancer.dsp clarity.enhancer.dsp.filter clarity.enhancer.gha clarity.enhancer.gha.gainrule_camfit clarity.enhancer.gha.gha_interface clarity.enhancer.gha.gha_utils clarity.enhancer.multiband_compressor clarity.enhancer.multiband_compressor.compressor_qmul clarity.enhancer.multiband_compressor.crossover, [1] clarity.enhancer.multiband_compressor.multiband_compressor clarity.enhancer.nalr clarity.evaluator clarity.evaluator.haaqi clarity.evaluator.haaqi.haaqi clarity.evaluator.haspi clarity.evaluator.haspi.eb clarity.evaluator.haspi.ebm clarity.evaluator.haspi.haspi clarity.evaluator.haspi.ip clarity.evaluator.hasqi clarity.evaluator.hasqi.hasqi clarity.evaluator.mbstoi clarity.evaluator.mbstoi.mbstoi clarity.evaluator.mbstoi.mbstoi_utils clarity.evaluator.msbg clarity.evaluator.msbg.cochlea clarity.evaluator.msbg.msbg clarity.evaluator.msbg.msbg_hparams clarity.evaluator.msbg.msbg_utils clarity.evaluator.msbg.smearing clarity.predictor clarity.predictor.torch_msbg clarity.predictor.torch_stoi clarity.utils clarity.utils.audiogram clarity.utils.car_noise_simulator clarity.utils.car_noise_simulator.carnoise_parameters_generator clarity.utils.car_noise_simulator.carnoise_signal_generator clarity.utils.file_io clarity.utils.flac_encoder clarity.utils.results_support clarity.utils.signal_processing clarity.utils.source_separation_support recipes recipes.cad1 recipes.cad1.task1 recipes.cad1.task1.baseline recipes.cad1.task1.baseline.enhance recipes.cad1.task1.baseline.evaluate recipes.cad1.task1.baseline.merge_batches_results recipes.cad1.task1.baseline.test recipes.cad1.task2 recipes.cad1.task2.baseline recipes.cad1.task2.baseline.audio_manager recipes.cad1.task2.baseline.baseline_utils recipes.cad1.task2.baseline.car_scene_acoustics recipes.cad1.task2.baseline.enhance recipes.cad1.task2.baseline.evaluate recipes.cad1.task2.baseline.merge_batches_results recipes.cad1.task2.baseline.test recipes.cad1.task2.data_preparation recipes.cad1.task2.data_preparation.build_scene_metadata recipes.cad2 recipes.cad2.task1 recipes.cad2.task1.baseline recipes.cad2.task1.ConvTasNet recipes.cad2.task2 recipes.cad2.task2.baseline recipes.cad2.task2.baseline.evaluate recipes.cad2.task2.baseline.merge_batches_results recipes.cad2.task2.ConvTasNet recipes.cad2.task2.process_dataset recipes.cad2.task2.process_dataset.generate_train_scenes recipes.cad2.task2.process_dataset.process_zenodo_download recipes.cad_icassp_2024 recipes.cec1 recipes.cec1.baseline recipes.cec1.baseline.enhance recipes.cec1.baseline.evaluate recipes.cec1.baseline.results recipes.cec1.data_preparation recipes.cec1.data_preparation.prepare_cec1_data recipes.cec1.e009_sheffield recipes.cec1.e009_sheffield.test recipes.cec1.e009_sheffield.train recipes.cec2 recipes.cec2.baseline recipes.cec2.baseline.enhance recipes.cec2.baseline.evaluate recipes.cec2.baseline.exp recipes.cec2.data_preparation recipes.cec2.data_preparation.build_scenes recipes.cec2.data_preparation.render_scenes recipes.cec3 recipes.cec3.baseline recipes.cec3.baseline.enhance recipes.cec3.baseline.evaluate recipes.cec3.baseline.report_score recipes.cpc1 recipes.cpc1.baseline recipes.cpc1.baseline.compute_scores recipes.cpc1.baseline.run recipes.cpc1.e029_sheffield recipes.cpc1.e029_sheffield.evaluate recipes.cpc1.e032_sheffield recipes.cpc1.e032_sheffield.evaluate recipes.cpc1.test_listener_responses recipes.cpc2 recipes.cpc2.baseline recipes.cpc2.baseline.compute_haspi recipes.cpc2.baseline.evaluate recipes.cpc2.baseline.predict recipes.cpc3 recipes.cpc3.baseline recipes.cpc3.baseline.compute_haspi recipes.cpc3.baseline.evaluate recipes.cpc3.baseline.predict_dev recipes.cpc3.baseline.predict_train recipes.cpc3.baseline.shared_predict_utils recipes.icassp_2023 recipes.icassp_2023.baseline recipes.icassp_2023.baseline.enhance recipes.icassp_2023.baseline.evaluate recipes.icassp_2023.baseline.report_score tests tests.conftest tests.recipes tests.recipes.cad1 tests.recipes.cad1.task1 tests.recipes.cad1.task1.baseline tests.recipes.cad1.task1.baseline.test_enhance_task1 tests.recipes.cad1.task1.baseline.test_evaluate tests.recipes.cad1.task1.baseline.test_merge_batches tests.recipes.cad1.task2 tests.recipes.cad1.task2.baseline tests.recipes.cad1.task2.baseline.test_audio_manager tests.recipes.cad1.task2.baseline.test_baseline_utils tests.recipes.cad1.task2.baseline.test_car_scene_acoustics tests.recipes.cad1.task2.baseline.test_enhance_task2 tests.recipes.cad1.task2.baseline.test_evaluate tests.recipes.cad1.task2.baseline.test_merge_batches tests.recipes.cad1.task2.data_preparation tests.recipes.cad1.task2.data_preparation.test_build_scene_metadata tests.recipes.cad_icassp_2024 tests.recipes.cad_icassp_2024.baseline tests.recipes.cad_icassp_2024.baseline.test_enhance tests.recipes.cad_icassp_2024.baseline.test_evaluate tests.recipes.cec1 tests.recipes.cec1.baseline tests.recipes.cec1.baseline.test_enhance tests.recipes.cec1.baseline.test_evaluate tests.recipes.cec1.data_preparation tests.recipes.cec1.data_preparation.test_prepare_cec1_data tests.recipes.cec1.e009_sheffield tests.recipes.cec1.e009_sheffield.test_test tests.recipes.cec1.e009_sheffield.test_train tests.recipes.cec2 tests.recipes.cec2.baseline tests.recipes.cec2.baseline.data_generation tests.recipes.cec2.baseline.data_generation.test_build_additional_scenes tests.recipes.cec2.baseline.data_generation.test_render_additional_scenes tests.recipes.cec2.baseline.test_enhance tests.recipes.cec2.baseline.test_evaluate tests.recipes.cec2.data_preparation tests.recipes.cec2.data_preparation.test_build_scenes tests.recipes.cec2.data_preparation.test_render_scenes tests.recipes.cpc1 tests.recipes.cpc1.baseline tests.recipes.cpc1.baseline.test_compute_scores tests.recipes.cpc1.baseline.test_run tests.recipes.cpc1.e029_sheffield tests.recipes.cpc1.e029_sheffield.test_evaluate tests.recipes.cpc1.e029_sheffield.test_infer tests.recipes.cpc1.e029_sheffield.test_train_asr tests.recipes.cpc1.e029_sheffield.test_transformer_cpc1_ensemble_decoder tests.recipes.cpc1.e032_sheffield tests.recipes.cpc1.e032_sheffield.test_evaluate tests.recipes.cpc1.e032_sheffield.test_infer tests.recipes.cpc1.e032_sheffield.test_train_asr tests.recipes.cpc1.e032_sheffield.test_transformer_cpc1_decoder tests.recipes.cpc2 tests.recipes.cpc2.baseline tests.recipes.cpc2.baseline.test_compute_haspi tests.recipes.cpc2.baseline.test_evaluate_cpc2 tests.recipes.cpc2.baseline.test_predict tests.recipes.icassp_2023 tests.recipes.icassp_2023.baseline tests.recipes.icassp_2023.baseline.test_enhance tests.recipes.icassp_2023.baseline.test_evaluate tests.recipes.icassp_2023.baseline.test_report_score tests.test_import tests.test_scene_renderer_cec2

MSBGHearingModel (class in clarity.predictor.torch_msbg) MultibandCompressor (class in clarity.enhancer.multiband_compressor) (class in clarity.enhancer.multiband_compressor.multiband_compressor), [1] multifit_apply_noisegate() (in module clarity.enhancer.gha.gha_utils) MUSIC (clarity.data.scene_builder_cec2.InterfererType attribute)

N

NALR (class in clarity.enhancer.nalr) ncc_score() (in module recipes.cpc1.baseline.compute_scores) (in module recipes.cpc1.e029_sheffield.evaluate) (in module recipes.cpc1.e032_sheffield.evaluate) (in module recipes.cpc2.baseline.evaluate) (in module recipes.cpc3.baseline.evaluate) NChans (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) NegSTOILoss (class in clarity.predictor.torch_stoi) NGAMMA (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) nn_feed_forward() (in module clarity.evaluator.haspi.ip) nn_feed_forward_ensemble() (in module clarity.evaluator.haspi.ip) NOISE (clarity.data.scene_builder_cec2.InterfererType attribute) noisegatelevel (clarity.enhancer.gha.gha_utils.Gaintable attribute) noisegateslope (clarity.enhancer.gha.gha_utils.Gaintable attribute)

normalize_loudness() (clarity.predictor.torch_msbg.torchloudnorm method) normalize_signal() (in module clarity.utils.signal_processing) not_tqdm() (in module tests.recipes.cec1.baseline.test_enhance) (in module tests.recipes.cec1.baseline.test_evaluate) (in module tests.recipes.cec1.data_preparation.test_prepare_cec1_data) (in module tests.recipes.cec1.e009_sheffield.test_test) (in module tests.recipes.cec2.baseline.data_generation.test_build_additional_scenes) (in module tests.recipes.cec2.baseline.test_enhance) (in module tests.recipes.cec2.baseline.test_evaluate) (in module tests.recipes.cec2.data_preparation.test_build_scenes) (in module tests.recipes.cpc1.baseline.test_run) (in module tests.recipes.cpc2.baseline.test_compute_haspi) (in module tests.recipes.icassp_2023.baseline.test_enhance) (in module tests.recipes.icassp_2023.baseline.test_evaluate) nums (clarity.evaluator.msbg.cochlea.FilterBank attribute)

O

on_save_checkpoint() (clarity.engine.system.System method)

on_validation_epoch_end() (clarity.engine.system.System method) overlap_and_add() (in module clarity.enhancer.dnn.mc_conv_tasnet)

P

P() (in module clarity.data.HOA_tools_cec2) pack_submission() (in module recipes.cad1.task1.baseline.test) (in module recipes.cad1.task2.baseline.test) pad() (in module clarity.data.utils) (in module clarity.evaluator.msbg.msbg_utils) pad_signal_start_end() (in module clarity.data.scene_renderer_cec2) params (recipes.cpc1.baseline.compute_scores.Model attribute) (recipes.cpc1.e029_sheffield.evaluate.Model attribute) (recipes.cpc1.e032_sheffield.evaluate.Model attribute) (recipes.cpc2.baseline.predict.LogisticModel attribute) (recipes.cpc3.baseline.shared_predict_utils.LogisticModel attribute) parse_cec2_signal_name() (in module recipes.cpc2.baseline.compute_haspi) parse_signal_name() (in module recipes.cpc3.baseline.compute_haspi) plot_filter() (clarity.enhancer.multiband_compressor.Crossover method) (clarity.enhancer.multiband_compressor.crossover.Crossover method), [1] predict() (in module recipes.cpc2.baseline.predict) (recipes.cpc1.baseline.compute_scores.Model method) (recipes.cpc1.e029_sheffield.evaluate.Model method) (recipes.cpc1.e032_sheffield.evaluate.Model method) (recipes.cpc2.baseline.predict.LogisticModel method) (recipes.cpc3.baseline.shared_predict_utils.LogisticModel method)

predict_dev() (in module recipes.cpc3.baseline.predict_dev) predict_train() (in module recipes.cpc3.baseline.predict_train) preload_anechoic_hrtf() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics method) prepare_cad2_dataset() (in module recipes.cad2.task2.process_dataset.process_zenodo_download) prepare_data() (in module recipes.cec1.data_preparation.prepare_cec1_data) prepare_interferer_paths() (clarity.data.scene_renderer_cec2.SceneRenderer method) process() (clarity.enhancer.compressor.Compressor method) (clarity.evaluator.msbg.msbg.Ear method) (clarity.utils.flac_encoder.FileDecoder method) (clarity.utils.flac_encoder.WavEncoder method) process_files() (clarity.enhancer.gha.gha_interface.GHAHearingAid method) process_stems_for_listener() (in module recipes.cad1.task1.baseline.enhance) pytest_configure() (in module tests.conftest)

R

read_csv_scores() (in module recipes.cec2.baseline.evaluate) read_data() (in module recipes.cpc1.baseline.compute_scores) (in module recipes.cpc1.e029_sheffield.evaluate) (in module recipes.cpc1.e032_sheffield.evaluate) read_flac_signal() (in module clarity.utils.flac_encoder) read_gtf_file() (in module clarity.evaluator.msbg.msbg_utils) read_json() (in module recipes.cad1.task2.data_preparation.build_scene_metadata) read_jsonl() (in module clarity.utils.file_io) read_mp3() (in module recipes.cad1.task2.baseline.baseline_utils) read_rpf_file() (in module clarity.data.scene_builder_cec2) read_signal() (in module clarity.utils.file_io) rebuild_dict() (clarity.data.scene_builder_cec2.RoomBuilder method) recipes module recipes.cad1 module recipes.cad1.task1 module recipes.cad1.task1.baseline module recipes.cad1.task1.baseline.enhance module recipes.cad1.task1.baseline.evaluate module recipes.cad1.task1.baseline.merge_batches_results module recipes.cad1.task1.baseline.test module recipes.cad1.task2 module recipes.cad1.task2.baseline module recipes.cad1.task2.baseline.audio_manager module recipes.cad1.task2.baseline.baseline_utils module recipes.cad1.task2.baseline.car_scene_acoustics module recipes.cad1.task2.baseline.enhance module recipes.cad1.task2.baseline.evaluate module recipes.cad1.task2.baseline.merge_batches_results module recipes.cad1.task2.baseline.test module recipes.cad1.task2.data_preparation module recipes.cad1.task2.data_preparation.build_scene_metadata module recipes.cad2 module recipes.cad2.task1 module recipes.cad2.task1.baseline module recipes.cad2.task1.ConvTasNet module recipes.cad2.task2 module recipes.cad2.task2.baseline module recipes.cad2.task2.baseline.evaluate module recipes.cad2.task2.baseline.merge_batches_results module recipes.cad2.task2.ConvTasNet module recipes.cad2.task2.process_dataset module recipes.cad2.task2.process_dataset.generate_train_scenes module recipes.cad2.task2.process_dataset.process_zenodo_download module recipes.cad_icassp_2024 module recipes.cec1 module recipes.cec1.baseline module recipes.cec1.baseline.enhance module recipes.cec1.baseline.evaluate module recipes.cec1.baseline.results module recipes.cec1.data_preparation module recipes.cec1.data_preparation.prepare_cec1_data module recipes.cec1.e009_sheffield module recipes.cec1.e009_sheffield.test module recipes.cec1.e009_sheffield.train module recipes.cec2 module recipes.cec2.baseline module recipes.cec2.baseline.enhance module recipes.cec2.baseline.evaluate module recipes.cec2.baseline.exp module recipes.cec2.data_preparation module recipes.cec2.data_preparation.build_scenes module recipes.cec2.data_preparation.render_scenes module recipes.cec3 module recipes.cec3.baseline module

recipes.cec3.baseline.enhance module recipes.cec3.baseline.evaluate module recipes.cec3.baseline.report_score module recipes.cpc1 module recipes.cpc1.baseline module recipes.cpc1.baseline.compute_scores module recipes.cpc1.baseline.run module recipes.cpc1.e029_sheffield module recipes.cpc1.e029_sheffield.evaluate module recipes.cpc1.e032_sheffield module recipes.cpc1.e032_sheffield.evaluate module recipes.cpc1.test_listener_responses module recipes.cpc2 module recipes.cpc2.baseline module recipes.cpc2.baseline.compute_haspi module recipes.cpc2.baseline.evaluate module recipes.cpc2.baseline.predict module recipes.cpc3 module recipes.cpc3.baseline module recipes.cpc3.baseline.compute_haspi module recipes.cpc3.baseline.evaluate module recipes.cpc3.baseline.predict_dev module recipes.cpc3.baseline.predict_train module recipes.cpc3.baseline.shared_predict_utils module recipes.icassp_2023 module recipes.icassp_2023.baseline module recipes.icassp_2023.baseline.enhance module recipes.icassp_2023.baseline.evaluate module recipes.icassp_2023.baseline.report_score module Recombination_dB (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) recruitment() (clarity.predictor.torch_msbg.MSBGHearingModel method) (in module clarity.evaluator.msbg.cochlea) recruitment_fir() (clarity.predictor.torch_msbg.MSBGHearingModel method) recruitment_out_coef (clarity.predictor.torch_msbg.MSBGHearingModel attribute) REFERENCE_CONSTANT_DB (clarity.utils.car_noise_simulator.carnoise_parameters_generator.CarNoiseParametersGenerator attribute) (clarity.utils.car_noise_simulator.carnoise_signal_generator.CarNoiseSignalGenerator attribute) rel_tolerance() (in module tests.conftest) remix_signal() (in module recipes.cad1.task1.baseline.enhance) remix_stems() (in module recipes.cad2.task2.baseline.evaluate) remove_silent_frames() (in module clarity.evaluator.mbstoi.mbstoi_utils) render() (clarity.data.scene_renderer_cec1.Renderer method) render_scenes() (clarity.data.scene_renderer_cec2.SceneRenderer method) (in module recipes.cec2.data_preparation.render_scenes) Renderer (class in clarity.data.scene_renderer_cec1) report_score() (in module recipes.icassp_2023.baseline.report_score) resample() (clarity.utils.audiogram.Audiogram method) (in module clarity.utils.signal_processing) resample_24khz() (in module clarity.evaluator.haspi.eb) reset_parameters() (clarity.enhancer.dnn.mc_conv_tasnet.ChannelwiseLayerNorm method) (clarity.enhancer.dnn.mc_conv_tasnet.GlobalLayerNorm method) ResultsFile (class in clarity.utils.results_support) (class in recipes.cec3.baseline.evaluate) (class in recipes.icassp_2023.baseline.evaluate) rmse_score() (in module recipes.cpc1.baseline.compute_scores) (in module recipes.cpc1.e029_sheffield.evaluate) (in module recipes.cpc1.e032_sheffield.evaluate) (in module recipes.cpc2.baseline.evaluate) (in module recipes.cpc3.baseline.evaluate) RoomBuilder (class in clarity.data.scene_builder_cec2) rotate() (clarity.data.HOA_tools_cec2.HOARotator method) rotation_control_vector() (in module clarity.data.HOA_tools_cec2) RoundingFloat (class in clarity.data.scene_builder_cec2) rowcol_norm() (clarity.predictor.torch_stoi.NegSTOILoss static method) RPM_LOOKUP (clarity.utils.car_noise_simulator.carnoise_parameters_generator.CarNoiseParametersGenerator attribute) run() (in module recipes.cad1.task2.data_preparation.build_scene_metadata) (in module recipes.cad2.task2.process_dataset.generate_train_scenes) (in module recipes.cec1.data_preparation.prepare_cec1_data) (in module recipes.cec1.e009_sheffield.test) (in module recipes.cec1.e009_sheffield.train) (in module recipes.cec2.data_preparation.build_scenes) (in module recipes.cec2.data_preparation.render_scenes) (in module recipes.cpc1.baseline.compute_scores) (in module recipes.cpc1.baseline.run) (in module recipes.cpc1.e029_sheffield.evaluate) (in module recipes.cpc1.e032_sheffield.evaluate) run_calculate_aq() (in module recipes.cad1.task1.baseline.evaluate) (in module recipes.cad2.task2.baseline.evaluate) run_calculate_audio_quality() (in module recipes.cad1.task2.baseline.evaluate) run_calculate_haspi() (in module recipes.cpc2.baseline.compute_haspi) (in module recipes.cpc3.baseline.compute_haspi) run_calculate_SI() (in module recipes.cec1.baseline.evaluate) (in module recipes.cec2.baseline.evaluate) run_calculate_si() (in module recipes.cec3.baseline.evaluate) run_calculate_SI() (in module recipes.cpc1.baseline.run) run_calculate_si() (in module recipes.icassp_2023.baseline.evaluate) run_HL_processing() (in module recipes.cec1.baseline.evaluate) (in module recipes.cpc1.baseline.run)

S

save_audios() (recipes.cad1.task2.baseline.audio_manager.AudioManager method) save_flac_signal() (in module clarity.utils.flac_encoder) (in module recipes.cad1.task1.baseline.enhance) save_rooms() (clarity.data.scene_builder_cec2.RoomBuilder method) save_scenes() (clarity.data.scene_builder_cec2.SceneBuilder method) save_signal_16bit() (clarity.data.scene_renderer_cec2.SceneRenderer method) scale_signal_to_snr() (recipes.cad1.task2.baseline.car_scene_acoustics.CarSceneAcoustics method) scale_to_lufs() (recipes.cad1.task2.baseline.audio_manager.AudioManager method) SceneBuilder (class in clarity.data.scene_builder_cec2) SceneRenderer (class in clarity.data.scene_renderer_cec2) select_interferer_types() (in module clarity.data.scene_builder_cec2) select_random_interferer() (in module clarity.data.scene_builder_cec2) separate_sources() (in module clarity.utils.source_separation_support) (in module recipes.cad1.task1.baseline.enhance) set_attack() (clarity.enhancer.compressor.Compressor method) set_audiogram() (clarity.evaluator.msbg.msbg.Ear method) set_compressors() (clarity.enhancer.multiband_compressor.multiband_compressor.MultibandCompressor method), [1] (clarity.enhancer.multiband_compressor.MultibandCompressor method) set_new_randomisation_range_freq_multiplier() (clarity.utils.car_noise_simulator.carnoise_parameters_generator.CarNoiseParametersGenerator method) set_random_seed() (in module clarity.data.scene_builder_cec2) set_release() (clarity.enhancer.compressor.Compressor method) set_scene_seed() (in module recipes.cad1.task2.baseline.evaluate) (in module recipes.cec3.baseline.evaluate) (in module recipes.icassp_2023.baseline.evaluate) set_seed() (in module recipes.cad1.task2.data_preparation.build_scene_metadata) set_seed_with_string() (in module recipes.cpc2.baseline.compute_haspi) (in module recipes.cpc3.baseline.compute_haspi) set_song_seed() (in module recipes.cad1.task1.baseline.evaluate) (in module recipes.cad2.task2.baseline.evaluate) (in module recipes.cad2.task2.process_dataset.generate_train_scenes) severity (clarity.utils.audiogram.Audiogram property)

sGt (clarity.enhancer.gha.gha_utils.Gaintable attribute) sGt_uncorr (clarity.enhancer.gha.gha_utils.Gaintable attribute) side (clarity.enhancer.gha.gha_utils.FittingParams attribute) simulate() (clarity.evaluator.msbg.cochlea.Cochlea method) SISNRLoss (class in clarity.engine.losses) smear() (clarity.evaluator.msbg.smearing.Smearer method) (clarity.predictor.torch_msbg.MSBGHearingModel method) smear3() (in module clarity.evaluator.msbg.smearing) Smearer (class in clarity.evaluator.msbg.smearing) smoothstep() (in module clarity.data.HOA_tools_cec2) SNRLoss (class in clarity.engine.losses) SPACING (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) SpatialEncoder (class in clarity.enhancer.dnn.mc_conv_tasnet) SpectralEncoder (class in clarity.enhancer.dnn.mc_conv_tasnet) spectrum_diff() (in module clarity.evaluator.haspi.eb) SPEECH (clarity.data.scene_builder_cec2.InterfererType attribute) speechweighted_snr() (in module clarity.data.utils) src_to_cochlea_filt() (clarity.evaluator.msbg.msbg.Ear static method) (clarity.predictor.torch_msbg.MSBGHearingModel method) Start2PoleHP (clarity.evaluator.msbg.msbg_utils.GTFParamDict attribute) std_err() (in module recipes.cpc1.baseline.compute_scores) (in module recipes.cpc1.e029_sheffield.evaluate) (in module recipes.cpc1.e032_sheffield.evaluate) (in module recipes.cpc2.baseline.evaluate) (in module recipes.cpc3.baseline.evaluate) stft() (clarity.predictor.torch_stoi.NegSTOILoss static method) (in module clarity.evaluator.mbstoi.mbstoi_utils) STOILevelLoss (class in clarity.engine.losses) STOILoss (class in clarity.engine.losses) sum_signals() (in module clarity.data.utils) System (class in clarity.engine.system)

T

TemporalBlock (class in clarity.enhancer.dnn.mc_conv_tasnet) TemporalConvNet (class in clarity.enhancer.dnn.mc_conv_tasnet) test_apply_baseline_ha() (in module tests.recipes.cad1.task1.baseline.test_enhance_task1) test_apply_car_acoustics_to_signal() (in module tests.recipes.cad1.task2.baseline.test_car_scene_acoustics) test_apply_gains() (in module tests.recipes.cad_icassp_2024.baseline.test_evaluate) test_apply_ha() (in module tests.recipes.cad_icassp_2024.baseline.test_evaluate) test_build_rooms_from_rpf() (in module tests.recipes.cec2.data_preparation.test_build_scenes) test_calculate_SI() (in module tests.recipes.cpc1.baseline.test_run) test_calulate_SI() (in module tests.recipes.cec2.baseline.test_evaluate) test_clip_audio() (in module tests.recipes.cad1.task2.baseline.test_audio_manager) test_clip_signal() (in module tests.recipes.cad1.task1.baseline.test_enhance_task1) test_compute_scores_error() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_compute_scores_ok() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_decompose_signal() (in module tests.recipes.cad1.task1.baseline.test_enhance_task1) (in module tests.recipes.cad_icassp_2024.baseline.test_enhance) test_enhance() (in module tests.recipes.cad1.task2.baseline.test_enhance_task2) (in module tests.recipes.cec1.baseline.test_enhance) (in module tests.recipes.cec2.baseline.test_enhance) (in module tests.recipes.icassp_2023.baseline.test_enhance) test_enhance_song() (in module tests.recipes.cad1.task2.baseline.test_enhance_task2) test_evaluate() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) (in module tests.recipes.icassp_2023.baseline.test_evaluate) test_evaluate_song_listener() (in module tests.recipes.cad1.task1.baseline.test_evaluate) test_get_device() (in module tests.recipes.cad1.task1.baseline.test_enhance_task1) test_get_lufs_level() (in module tests.recipes.cad1.task2.baseline.test_audio_manager) test_get_random_car_params() (in module tests.recipes.cad1.task2.data_preparation.test_build_scene_metadata) test_get_random_head_rotation() (in module tests.recipes.cad1.task2.data_preparation.test_build_scene_metadata) test_get_random_snr() (in module tests.recipes.cad1.task2.data_preparation.test_build_scene_metadata) test_instantiate_scenes() (in module tests.recipes.cec2.baseline.data_generation.test_build_additional_scenes) (in module tests.recipes.cec2.data_preparation.test_build_scenes) test_join_batches() (in module tests.recipes.cad1.task2.baseline.test_merge_batches) test_kt_score_error() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_kt_score_ok() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_level_normalisation() (in module tests.recipes.cad_icassp_2024.baseline.test_evaluate) test_listen() (in module tests.recipes.cpc1.baseline.test_run) test_load_hrtf() (in module tests.recipes.cad1.task2.baseline.test_baseline_utils) test_load_listeners_and_scenes() (in module tests.recipes.cad1.task2.baseline.test_baseline_utils) test_load_reference_stems() (in module tests.recipes.cad_icassp_2024.baseline.test_evaluate) test_logistic_model_extremes() (in module tests.recipes.cpc2.baseline.test_predict) test_logistic_model_symmetry() (in module tests.recipes.cpc2.baseline.test_predict) test_make_disjoint_train_set_empty() (in module tests.recipes.cpc2.baseline.test_predict) test_make_scene_listener_list() (in module tests.recipes.cad1.task2.baseline.test_baseline_utils) (in module tests.recipes.cad_icassp_2024.baseline.test_evaluate) test_make_song_listener_list() (in module tests.recipes.cad1.task1.baseline.test_evaluate) test_map_to_dict() (in module tests.recipes.cad1.task1.baseline.test_enhance_task1) test_ncc_score_error() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_ncc_score_ok() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_null() (in module tests.test_import) test_parse_cec2_signal_name_error() (in module tests.recipes.cpc2.baseline.test_compute_haspi) test_parse_cec2_signal_name_ok() (in module tests.recipes.cpc2.baseline.test_compute_haspi) test_placeholder() (in module tests.recipes.cpc1.e029_sheffield.test_evaluate) (in module tests.recipes.cpc1.e029_sheffield.test_infer) (in module tests.recipes.cpc1.e029_sheffield.test_train_asr) (in module tests.recipes.cpc1.e032_sheffield.test_evaluate) (in module tests.recipes.cpc1.e032_sheffield.test_infer) (in module tests.recipes.cpc1.e032_sheffield.test_train_asr) (in module tests.recipes.cpc1.e032_sheffield.test_transformer_cpc1_decoder) test_predict() (in module tests.recipes.cpc2.baseline.test_predict) test_prepare_data() (in module tests.recipes.cec1.data_preparation.test_prepare_cec1_data) test_process_remix_for_listener() (in module tests.recipes.cad_icassp_2024.baseline.test_enhance) test_process_stems_for_listener() (in module tests.recipes.cad1.task1.baseline.test_enhance_task1) test_read_csv_scores() (in module tests.recipes.cec2.baseline.test_evaluate) test_read_json() (in module tests.recipes.cad1.task2.data_preparation.test_build_scene_metadata) test_read_mp3() (in module tests.recipes.cad1.task2.baseline.test_baseline_utils) test_remix_stems() (in module tests.recipes.cad_icassp_2024.baseline.test_evaluate) test_render_scenes() (in module tests.recipes.cec2.baseline.data_generation.test_render_additional_scenes) (in module tests.recipes.cec2.data_preparation.test_render_scenes) test_report_score() (in module tests.recipes.icassp_2023.baseline.test_report_score) test_rmse_score_error() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_rmse_score_ok() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_rotation() (in module tests.test_scene_renderer_cec2) test_run() (in module tests.recipes.cad1.task2.data_preparation.test_build_scene_metadata) (in module tests.recipes.cec1.e009_sheffield.test_test) (in module tests.recipes.cec1.e009_sheffield.test_train) (in module tests.recipes.cpc1.baseline.test_compute_scores) (in module tests.recipes.cpc1.baseline.test_run) test_run_calculate_aq() (in module tests.recipes.cad1.task1.baseline.test_evaluate) test_run_calculate_audio_quality() (in module tests.recipes.cad1.task2.baseline.test_evaluate) test_run_calculate_haspi() (in module tests.recipes.cpc2.baseline.test_compute_haspi) test_run_calculate_SI() (in module tests.recipes.cec1.baseline.test_evaluate) test_run_HL_processing() (in module tests.recipes.cec1.baseline.test_evaluate) (in module tests.recipes.cpc1.baseline.test_run) test_save_audios() (in module tests.recipes.cad1.task2.baseline.test_audio_manager) test_save_flac_signal() (in module tests.recipes.cad_icassp_2024.baseline.test_enhance) test_scale_to_lufs() (in module tests.recipes.cad1.task2.baseline.test_audio_manager) test_separate_sources() (in module tests.recipes.cad1.task1.baseline.test_enhance_task1) test_set_seed() (in module tests.recipes.cad1.task2.data_preparation.test_build_scene_metadata) test_set_seed_with_string_ok() (in module tests.recipes.cpc2.baseline.test_compute_haspi) test_set_song_seed() (in module tests.recipes.cad1.task1.baseline.test_evaluate) (in module tests.recipes.cad_icassp_2024.baseline.test_evaluate) test_std_err_error() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_std_err_ok() (in module tests.recipes.cpc2.baseline.test_evaluate_cpc2) test_to_16bit() (in module tests.recipes.cad1.task1.baseline.test_enhance_task1) tests module tests.conftest module tests.recipes module tests.recipes.cad1 module tests.recipes.cad1.task1 module tests.recipes.cad1.task1.baseline module tests.recipes.cad1.task1.baseline.test_enhance_task1 module tests.recipes.cad1.task1.baseline.test_evaluate module tests.recipes.cad1.task1.baseline.test_merge_batches module tests.recipes.cad1.task2 module tests.recipes.cad1.task2.baseline module tests.recipes.cad1.task2.baseline.test_audio_manager module tests.recipes.cad1.task2.baseline.test_baseline_utils module tests.recipes.cad1.task2.baseline.test_car_scene_acoustics module

tests.recipes.cad1.task2.baseline.test_enhance_task2 module tests.recipes.cad1.task2.baseline.test_evaluate module tests.recipes.cad1.task2.baseline.test_merge_batches module tests.recipes.cad1.task2.data_preparation module tests.recipes.cad1.task2.data_preparation.test_build_scene_metadata module tests.recipes.cad_icassp_2024 module tests.recipes.cad_icassp_2024.baseline module tests.recipes.cad_icassp_2024.baseline.test_enhance module tests.recipes.cad_icassp_2024.baseline.test_evaluate module tests.recipes.cec1 module tests.recipes.cec1.baseline module tests.recipes.cec1.baseline.test_enhance module tests.recipes.cec1.baseline.test_evaluate module tests.recipes.cec1.data_preparation module tests.recipes.cec1.data_preparation.test_prepare_cec1_data module tests.recipes.cec1.e009_sheffield module tests.recipes.cec1.e009_sheffield.test_test module tests.recipes.cec1.e009_sheffield.test_train module tests.recipes.cec2 module tests.recipes.cec2.baseline module tests.recipes.cec2.baseline.data_generation module tests.recipes.cec2.baseline.data_generation.test_build_additional_scenes module tests.recipes.cec2.baseline.data_generation.test_render_additional_scenes module tests.recipes.cec2.baseline.test_enhance module tests.recipes.cec2.baseline.test_evaluate module tests.recipes.cec2.data_preparation module tests.recipes.cec2.data_preparation.test_build_scenes module tests.recipes.cec2.data_preparation.test_render_scenes module tests.recipes.cpc1 module tests.recipes.cpc1.baseline module tests.recipes.cpc1.baseline.test_compute_scores module tests.recipes.cpc1.baseline.test_run module tests.recipes.cpc1.e029_sheffield module tests.recipes.cpc1.e029_sheffield.test_evaluate module tests.recipes.cpc1.e029_sheffield.test_infer module tests.recipes.cpc1.e029_sheffield.test_train_asr module tests.recipes.cpc1.e029_sheffield.test_transformer_cpc1_ensemble_decoder module tests.recipes.cpc1.e032_sheffield module tests.recipes.cpc1.e032_sheffield.test_evaluate module tests.recipes.cpc1.e032_sheffield.test_infer module tests.recipes.cpc1.e032_sheffield.test_train_asr module tests.recipes.cpc1.e032_sheffield.test_transformer_cpc1_decoder module tests.recipes.cpc2 module tests.recipes.cpc2.baseline module tests.recipes.cpc2.baseline.test_compute_haspi module tests.recipes.cpc2.baseline.test_evaluate_cpc2 module tests.recipes.cpc2.baseline.test_predict module tests.recipes.icassp_2023 module tests.recipes.icassp_2023.baseline module tests.recipes.icassp_2023.baseline.test_enhance module tests.recipes.icassp_2023.baseline.test_evaluate module tests.recipes.icassp_2023.baseline.test_report_score module tests.test_import module tests.test_scene_renderer_cec2 module thirdoct() (in module clarity.evaluator.mbstoi.mbstoi_utils) to_16bit() (in module clarity.utils.signal_processing) torchloudnorm (class in clarity.predictor.torch_msbg) train_amp() (in module recipes.cec1.e009_sheffield.train) train_dataloader() (clarity.engine.system.System method) train_den() (in module recipes.cec1.e009_sheffield.train) training_step() (clarity.engine.system.System method) truncated_read_signal() (in module tests.recipes.cec1.baseline.test_evaluate) (in module tests.recipes.cec2.baseline.test_evaluate) (in module tests.recipes.cpc1.baseline.test_run) two_point_rotation() (in module clarity.data.scene_renderer_cec2)

U

U() (in module clarity.data.HOA_tools_cec2)

V

V() (in module clarity.data.HOA_tools_cec2)

val_dataloader() (clarity.engine.system.System method) validation_step() (clarity.engine.system.System method)

W

W() (in module clarity.data.HOA_tools_cec2) WavEncoder (class in clarity.utils.flac_encoder) write_header() (recipes.cec3.baseline.evaluate.ResultsFile method) (recipes.icassp_2023.baseline.evaluate.ResultsFile method)

write_jsonl() (in module clarity.utils.file_io) write_signal() (in module clarity.utils.file_io)

X

xover_component() (clarity.enhancer.multiband_compressor.Crossover method) (clarity.enhancer.multiband_compressor.crossover.Crossover method), [1]