a69768f10b30b09f987d287bdb5af7e09d520728,scripts/speech_activity_detection.py,,,#,437

Before Change

    arguments = docopt(__doc__, version="Speech activity detection")

    preprocessors = {}
    if "<wav_template>" in arguments:
        preprocessors = {"wav": arguments["<wav_template>"]}

    if "<database.task.protocol>" in arguments:
        protocol = arguments["<database.task.protocol>"]
        database_name, task_name, protocol_name = protocol.split(".")
        database = get_database(database_name, preprocessors=preprocessors)
        protocol = database.get_protocol(task_name, protocol_name)

    subset = arguments["--subset"]

    if arguments["train"]:
        experiment_dir = arguments["<experiment_dir>"]
        if subset is None:
            subset = "train"
        train_dir = experiment_dir + "/train/" + arguments["<database.task.protocol>"] + "." + subset
        train(protocol, experiment_dir, train_dir, subset=subset)

    if arguments["tune"]:
        train_dir = arguments["<train_dir>"]
        if subset is None:
            subset = "development"
        beta = float(arguments.get("--recall"))
        tune_dir = train_dir + "/tune/" + arguments["<database.task.protocol>"] + "." + subset
        res = tune(protocol, train_dir, tune_dir, beta=beta, subset=subset)

    if arguments["apply"]:
        tune_dir = arguments["<tune_dir>"]

After Change

if __name__ == "__main__":

    arguments = docopt(__doc__, version="Speech activity detection")

    db_yml = os.path.expanduser(arguments["--database"])
    preprocessors = {"wav": FileFinder(db_yml)}

    if "<database.task.protocol>" in arguments:
        protocol = arguments["<database.task.protocol>"]
        database_name, task_name, protocol_name = protocol.split(".")
        database = get_database(database_name, preprocessors=preprocessors)
        protocol = database.get_protocol(task_name, protocol_name)

    subset = arguments["--subset"]

    if arguments["train"]:
        experiment_dir = arguments["<experiment_dir>"]
        if subset is None:
            subset = "train"
        train_dir = experiment_dir + "/train/" + arguments["<database.task.protocol>"] + "." + subset
        train(protocol, experiment_dir, train_dir, subset=subset)

    if arguments["tune"]:
        train_dir = arguments["<train_dir>"]
        if subset is None:
            subset = "development"
        beta = float(arguments.get("--recall"))
        tune_dir = train_dir + "/tune/" + arguments["<database.task.protocol>"] + "." + subset
        res = tune(protocol, train_dir, tune_dir, beta=beta, subset=subset)

    if arguments["apply"]:
        tune_dir = arguments["<tune_dir>"]

Instances