Index

_

__call__() (AmazonAPIBenchmark method) (AssemblyAIAPIBenchmark method) (AzureAPIBenchmark method) (Benchmark method) (DeepgramAPIBenchmark method) (GoogleAPIBenchmark method) (MetaModelWrapper method) (Metrics method) (SpeechmaticsAPIBenchmark method) (WhisperAPIBenchmark method) (WhisperBenchmark method) __new__() (MetaModelWrapper static method) _append_error() (AmazonAPIWrapper method) (AssemblyAIAPIWrapper method) (AzureAPIWrapper method) (DeepgramAPIWrapper method) (GoogleAPIWrapper method) (ModelWrapper method) (SpeechmaticsAPIWrapper method) (WhisperAPIWrapper method) (WhisperWrapper method)

_benchmark_sample_with_time() (AmazonAPIWrapper method) (AssemblyAIAPIWrapper method) (AzureAPIWrapper method) (DeepgramAPIWrapper method) (GoogleAPIWrapper method) (ModelWrapper method) (SpeechmaticsAPIWrapper method) (WhisperAPIWrapper method) (WhisperWrapper method) _clean_output() (AssemblyAIAPIWrapper method) _get_paragraphs() (AssemblyAIAPIWrapper method) _get_transcribe_file_location() (AmazonAPIWrapper method) _get_transcript_from_json_uri() (AmazonAPIWrapper method) _make_polling_endpoint() (AssemblyAIAPIWrapper method) _read_file_with_chunck_size() (AssemblyAIAPIWrapper method) _request_transcript() (AssemblyAIAPIWrapper method) _upload_file() (AssemblyAIAPIWrapper method) _wait_for_completion() (AssemblyAIAPIWrapper method)

A

AMAZON_DEFAULT (AmazonAPIVersion attribute) amazon_delete_job() (in module speechtotext.model.amazonWrapper) AmazonAPIBenchmark (class in speechtotext.benchmark.customBenchmarks) AmazonAPIVersion (class in speechtotext.model.amazonWrapper) AmazonAPIWrapper (class in speechtotext.model.amazonWrapper) API_URL (AssemblyAIAPIWrapper attribute) ASSEMBLYAI_DEFAULT (AssemblyAIAPIVersion attribute) AssemblyAIAPIBenchmark (class in speechtotext.benchmark.customBenchmarks)

AssemblyAIAPIVersion (class in speechtotext.model.assemblyAIWrapper) AssemblyAIAPIWrapper (class in speechtotext.model.assemblyAIWrapper) AZURE_DEFAULT (AzureAPIVersion attribute) AzureAPIBenchmark (class in speechtotext.benchmark.customBenchmarks) AzureAPIVersion (class in speechtotext.model.azureWrapper) AzureAPIWrapper (class in speechtotext.model.azureWrapper) AzureCancellation AzureNoMatch

B

BASE (WhisperVersion attribute) BaseMatPlotLib (class in speechtotext.plot.plotting) BaseMetrics (class in speechtotext.metric.customMetrics) BasePlotly (class in speechtotext.plot.plotting) BaseResult (class in speechtotext.functions) Benchmark (class in speechtotext.benchmark.benchmarks) benchmark_n_samples() (AmazonAPIWrapper method) (AssemblyAIAPIWrapper method) (AzureAPIWrapper method) (DeepgramAPIWrapper method) (GoogleAPIWrapper method) (ModelWrapper method) (SpeechmaticsAPIWrapper method) (WhisperAPIWrapper method) (WhisperWrapper method) benchmark_results_to_csv() (in module speechtotext.functions) benchmark_sample() (AmazonAPIWrapper method) (AssemblyAIAPIWrapper method) (AzureAPIWrapper method) (DeepgramAPIWrapper method) (GoogleAPIWrapper method) (ModelWrapper method) (SpeechmaticsAPIWrapper method) (WhisperAPIWrapper method) (WhisperWrapper method)

BENCHMARK_SAMPLES (AmazonAPIBenchmark attribute) (AssemblyAIAPIBenchmark attribute) (AzureAPIBenchmark attribute) (Benchmark attribute) (DeepgramAPIBenchmark attribute) (GoogleAPIBenchmark attribute) (SpeechmaticsAPIBenchmark attribute) (WhisperAPIBenchmark attribute) (WhisperBenchmark attribute) benchmark_samples() (AmazonAPIWrapper method) (AssemblyAIAPIWrapper method) (AzureAPIWrapper method) (DeepgramAPIWrapper method) (GoogleAPIWrapper method) (ModelWrapper method) (SpeechmaticsAPIWrapper method) (WhisperAPIWrapper method) (WhisperWrapper method) BenchmarkResults (class in speechtotext.metric.customMetrics) bleu (Metrics attribute) BUCKET_EXIST (AmazonAPIWrapper attribute)

C

cer (Metrics attribute) CONNECTION_URL (SpeechmaticsAPIWrapper attribute) convert_sample() (AmazonAPIWrapper method) (AssemblyAIAPIWrapper method) (AzureAPIWrapper method) (DeepgramAPIWrapper method) (GoogleAPIWrapper method) (ModelWrapper method) (SpeechmaticsAPIWrapper method) (WhisperAPIWrapper method) (WhisperWrapper method) convert_to_pandas() (AmazonAPIBenchmark method) (AssemblyAIAPIBenchmark method) (AzureAPIBenchmark method) (Benchmark method) (DeepgramAPIBenchmark method) (GoogleAPIBenchmark method) (SpeechmaticsAPIBenchmark method) (WhisperAPIBenchmark method) (WhisperBenchmark method) create_df() (BaseMetrics method) (BenchmarkResults method) (ErrorMetrics method) (ResultMetrics method)

create_models() (AmazonAPIBenchmark method) (AssemblyAIAPIBenchmark method) (AzureAPIBenchmark method) (Benchmark method) (DeepgramAPIBenchmark method) (GoogleAPIBenchmark method) (SpeechmaticsAPIBenchmark method) (WhisperAPIBenchmark method) (WhisperBenchmark method) create_plot() (BaseMatPlotLib method) (BasePlotly method) (DynamicallyByModelNameForEachDataset method) (DynamicPlotClassesByMetricForEachDataset method) (ErrorCountByModel method) (ErrorCountByModelByDataset method) (ErrorCountHeatmap method) (MetricHeatMap method) create_plot_classes() (DynamicallyByModelNameByDataset method) (DynamicallyByModelNameForEachDataset method) (DynamicPlotClassesByMetricByDataset method) (DynamicPlotClassesByMetricForEachDataset method) CUSTOM_ERROR_PLOTS (Plotting attribute) CUSTOM_ERRORS (Plotting attribute) CUSTOM_PLOTS (Plotting attribute) CUSTOM_RESULTS (Plotting attribute)

D

DATASET (AmazonAPIBenchmark attribute) (AssemblyAIAPIBenchmark attribute) (AzureAPIBenchmark attribute) (Benchmark attribute) Dataset (class in speechtotext.datasets) DATASET (DeepgramAPIBenchmark attribute) (GoogleAPIBenchmark attribute) (SpeechmaticsAPIBenchmark attribute) (WhisperAPIBenchmark attribute) (WhisperBenchmark attribute) DATASET_NAMES (Plotting attribute) DatasetBare (class in speechtotext.datasets) DEEPGRAM_DEFAULT (DeepgramAPIVersion attribute)

DEEPGRAM_ENHANCED (DeepgramAPIVersion attribute) DeepgramAPIBenchmark (class in speechtotext.benchmark.customBenchmarks) DeepgramAPIVersion (class in speechtotext.model.deepgramWrapper) DeepgramAPIWrapper (class in speechtotext.model.deepgramWrapper) DEFAULT_CSV_NAME (in module speechtotext.functions) DEFAULT_DATETIME_FORMAT (in module speechtotext.functions) DEFAULT_REPORTS_FOLDER (in module speechtotext.functions) deletions (Metrics attribute) duration (Metrics attribute) DynamicallyByModelNameByDataset (class in speechtotext.plot.customPlots) DynamicallyByModelNameForEachDataset (class in speechtotext.plot.customPlots) DynamicPlotClassesByMetricByDataset (class in speechtotext.plot.plotting) DynamicPlotClassesByMetricForEachDataset (class in speechtotext.plot.plotting)

E

ERROR_LIST (AmazonAPIBenchmark attribute) (AssemblyAIAPIBenchmark attribute) (AzureAPIBenchmark attribute) (Benchmark attribute) (DeepgramAPIBenchmark attribute) (GoogleAPIBenchmark attribute) (SpeechmaticsAPIBenchmark attribute) (WhisperAPIBenchmark attribute) (WhisperBenchmark attribute)

ErrorCountByModel (class in speechtotext.plot.customErrorPlots) ErrorCountByModelByDataset (class in speechtotext.plot.customErrorPlots) ErrorCountHeatmap (class in speechtotext.plot.customErrorPlots) ErrorMetrics (class in speechtotext.metric.customMetrics)

F

force_cudnn_initialization() (in module speechtotext.functions)

G

get_all_metric_docs() (Metrics method) get_all_metric_names() (Metrics method) get_extention_of_file_name() (in module speechtotext.functions) get_file_name_without_extention() (in module speechtotext.functions) get_model() (AmazonAPIWrapper method) (AssemblyAIAPIWrapper method) (AzureAPIWrapper method) (DeepgramAPIWrapper method) (GoogleAPIWrapper method) (ModelWrapper method) (SpeechmaticsAPIWrapper method) (WhisperAPIWrapper method) (WhisperWrapper method)

get_n_samples() (Dataset method) get_path_of_fragment() (Dataset method) (DatasetBare method) (SampleDataset method) get_text_of_id() (Dataset method) (DatasetBare method) (SampleDataset method) GOOGLE_DEFAULT (GoogleAPIVersion attribute) GoogleAPIBenchmark (class in speechtotext.benchmark.customBenchmarks) GoogleAPIVersion (class in speechtotext.model.googleWrapper) GoogleAPIWrapper (class in speechtotext.model.googleWrapper)

H

hits (Metrics attribute)

I

insertions (Metrics attribute)

J

join_benchmark_results() (in module speechtotext.functions)

L

LANGUAGE_CODE (AmazonAPIWrapper attribute) (AssemblyAIAPIWrapper attribute) (AzureAPIWrapper attribute) (DeepgramAPIWrapper attribute) (GoogleAPIWrapper attribute) (SpeechmaticsAPIWrapper attribute)

LARGE (WhisperVersion attribute) launch_dtale() (Plotting method) load_env_variable() (in module speechtotext.functions) load_transcript() (Dataset method)

M

MEDIUM (WhisperVersion attribute) mer (Metrics attribute) MetaModelWrapper (class in speechtotext.model.modelWrapper) meteor (Metrics attribute) MetricHeatMap (class in speechtotext.plot.customPlots) Metrics (class in speechtotext.metric.metrics) MODEL_BASE (AmazonAPIBenchmark attribute) (AssemblyAIAPIBenchmark attribute) (AzureAPIBenchmark attribute) (DeepgramAPIBenchmark attribute) (GoogleAPIBenchmark attribute) (SpeechmaticsAPIBenchmark attribute) (WhisperAPIBenchmark attribute) (WhisperBenchmark attribute) ModelVersion (class in speechtotext.model.modelWrapper) ModelWrapper (class in speechtotext.model.modelWrapper) module speechtotext speechtotext.benchmark speechtotext.benchmark.benchmarks speechtotext.benchmark.customBenchmarks speechtotext.datasets speechtotext.functions speechtotext.metric speechtotext.metric.customMetrics speechtotext.metric.metrics speechtotext.model speechtotext.model.amazonWrapper speechtotext.model.assemblyAIWrapper speechtotext.model.azureWrapper speechtotext.model.deepgramWrapper speechtotext.model.googleWrapper speechtotext.model.modelWrapper speechtotext.model.speechmaticsWrapper speechtotext.model.whisperWrapper speechtotext.plot speechtotext.plot.customErrorPlots speechtotext.plot.customPlots speechtotext.plot.plotting

mro() (MetaModelWrapper method) multidispatch() (in module speechtotext.functions)

N

NoTranscriptReturned number_of_samples() (Dataset method) (DatasetBare method) (SampleDataset method)

P

PATH_OF_TEMP_CONVERTED_AUDIO_FILE (AmazonAPIWrapper attribute) (AssemblyAIAPIWrapper attribute) (AzureAPIWrapper attribute) (DeepgramAPIWrapper attribute) (GoogleAPIWrapper attribute) (ModelWrapper attribute) (SpeechmaticsAPIWrapper attribute) (WhisperAPIWrapper attribute) (WhisperWrapper attribute)

Plotting (class in speechtotext.plot.plotting) POLLING_ENDPOINT (AssemblyAIAPIWrapper attribute)

R

REGEX_STRING_PARSE (in module speechtotext.functions) RequiredEnvVariablesMissing ResultMetrics (class in speechtotext.metric.customMetrics) rouge_1_f (Metrics attribute) rouge_1_p (Metrics attribute) rouge_1_r (Metrics attribute)

rouge_2_f (Metrics attribute) rouge_2_p (Metrics attribute) rouge_2_r (Metrics attribute) rouge_l_f (Metrics attribute) rouge_l_p (Metrics attribute) rouge_l_r (Metrics attribute) run_benchmarks() (in module speechtotext.benchmark.benchmarks)

S

SampleDataset (class in speechtotext.datasets) save() (BaseMatPlotLib method) (BaseMetrics method) (BasePlotly method) (BaseResult method) (BenchmarkResults method) (DynamicallyByModelNameByDataset method) (DynamicallyByModelNameForEachDataset method) (DynamicPlotClassesByMetricByDataset method) (DynamicPlotClassesByMetricForEachDataset method) (ErrorCountByModel method) (ErrorCountByModelByDataset method) (ErrorCountHeatmap method) (ErrorMetrics method) (MetricHeatMap method) (ResultMetrics method) save_all() (Plotting method) save_folder_name() (in module speechtotext.functions) save_sub_folder_name() (in module speechtotext.functions) save_to_csv() (AmazonAPIBenchmark method) (AssemblyAIAPIBenchmark method) (AzureAPIBenchmark method) (Benchmark method) (DeepgramAPIBenchmark method) (GoogleAPIBenchmark method) (SpeechmaticsAPIBenchmark method) (WhisperAPIBenchmark method) (WhisperBenchmark method) separate_benchmark_results_by_model() (in module speechtotext.functions) set_dataset() (AmazonAPIBenchmark class method) (AssemblyAIAPIBenchmark class method) (AzureAPIBenchmark class method) (Benchmark class method) (DeepgramAPIBenchmark class method) (GoogleAPIBenchmark class method) (SpeechmaticsAPIBenchmark class method) (WhisperAPIBenchmark class method) (WhisperBenchmark class method) SMALL (WhisperVersion attribute) SPEECHMATICS_DEFAULT (SpeechmaticsAPIVersion attribute) SpeechmaticsAPIBenchmark (class in speechtotext.benchmark.customBenchmarks) SpeechmaticsAPIVersion (class in speechtotext.model.speechmaticsWrapper) SpeechmaticsAPIWrapper (class in speechtotext.model.speechmaticsWrapper) speechtotext module

speechtotext.benchmark module speechtotext.benchmark.benchmarks module speechtotext.benchmark.customBenchmarks module speechtotext.datasets module speechtotext.functions module speechtotext.metric module speechtotext.metric.customMetrics module speechtotext.metric.metrics module speechtotext.model module speechtotext.model.amazonWrapper module speechtotext.model.assemblyAIWrapper module speechtotext.model.azureWrapper module speechtotext.model.deepgramWrapper module speechtotext.model.googleWrapper module speechtotext.model.modelWrapper module speechtotext.model.speechmaticsWrapper module speechtotext.model.whisperWrapper module speechtotext.plot module speechtotext.plot.customErrorPlots module speechtotext.plot.customPlots module speechtotext.plot.plotting module string_cleaning() (in module speechtotext.functions) substitutions (Metrics attribute)

T

TIME_SLEEP (AssemblyAIAPIWrapper attribute) timing() (in module speechtotext.functions)

TINY (WhisperVersion attribute) TRANSCRIPT_ENDPOINT (AssemblyAIAPIWrapper attribute)

U

update_samples() (AmazonAPIBenchmark class method) (AssemblyAIAPIBenchmark class method) (AzureAPIBenchmark class method) (Benchmark class method) (DeepgramAPIBenchmark class method) (GoogleAPIBenchmark class method) (SpeechmaticsAPIBenchmark class method) (WhisperAPIBenchmark class method) (WhisperBenchmark class method)

UPLOAD_ENDPOINT (AssemblyAIAPIWrapper attribute) uppercase_for_first_character_in_string() (in module speechtotext.functions)

V

validate_samples() (Dataset method) (DatasetBare method) (SampleDataset method)

W

wer (Metrics attribute) WHISPER_1 (WhisperAPIVersion attribute) WhisperAPIBenchmark (class in speechtotext.benchmark.customBenchmarks) WhisperAPIVersion (class in speechtotext.model.whisperWrapper) WhisperAPIWrapper (class in speechtotext.model.whisperWrapper)

WhisperBenchmark (class in speechtotext.benchmark.customBenchmarks) WhisperVersion (class in speechtotext.model.whisperWrapper) WhisperWrapper (class in speechtotext.model.whisperWrapper) wil (Metrics attribute) wip (Metrics attribute) wrap() (MetaModelWrapper static method)