import json bins_path = 'configurations/conf.json' def parameter_range(parameter_name): """ :param parameter_name: :return: List[Float]--midpoints of bins for the input synthesizer parameter """ with open(bins_path) as f: midpoints = json.load(f)["midpoints"] return midpoints[parameter_name] def cluster_range(): """ :return: Dict[String:Int]--defines the range of cluster to search """ with open(bins_path) as f: cluster_r = json.load(f)["subspace_range"] return cluster_r def midi_parameter_range(parameter_name): """ :param parameter_name: :return: List[Float]--midpoints of bins for the input midi parameter """ with open(bins_path) as f: r = json.load(f)["midi_midpoints"] return r[parameter_name] def is_discrete(parameter_name): """ :param parameter_name: :return: Boolean--if the input synthesizer parameter is discrete """ with open(bins_path) as f: is_dis = json.load(f)["is_discrete"] return is_dis[parameter_name] def midi_is_discrete(parameter_name): """ :param parameter_name: :return: Boolean--if the input midi parameter is discrete """ with open(bins_path) as f: is_dis = json.load(f)["midi_is_discrete"] return is_dis[parameter_name] def get_label_size(): """ :return: Int--length of synthesizer parameter encoding """ with open(bins_path) as f: conf = json.load(f) midpoints = conf["midpoints"] n_labels = 0 for key in midpoints: n_labels = n_labels + len(midpoints[key]) return n_labels def get_bins_length(): """ :return: Dict[String:Int]--Number of bins for all synthesizer parameters """ with open(bins_path) as f: midpoints = json.load(f)["midpoints"] bins_length = {} for key in midpoints: bins_length[key] = len(midpoints[key]) return bins_length def get_conf_stft_hyperparameter(): """ :return: Dict[String:Int]--STFT hyper parameters """ with open(bins_path) as f: STFT_hyperParameters = json.load(f)["STFT_hyperParameter"] return STFT_hyperParameters def get_conf_sample_rate(): """ :return: Int--sample_rate """ with open(bins_path) as f: sample_rate = json.load(f)["sample_rate"] return sample_rate def get_conf_n_sample_note(): """ :return: Int--sample number of a note example """ with open(bins_path) as f: n_sample_note = json.load(f)["n_sample_note"] return n_sample_note def get_conf_n_sample(): """ :return: Int--sample number of a melody example """ with open(bins_path) as f: n_sample = json.load(f)["n_sample_music"] return n_sample def get_conf_time_resolution(): """ :return: Int--spectrogram resolution on time dimension """ with open(bins_path) as f: resolution = json.load(f)["resolution"] return resolution["time_resolution"] def get_conf_pitch_resolution(): """ :return: Int--spectrogram resolution on pitch dimension """ with open(bins_path) as f: resolution = json.load(f)["resolution"] return resolution["freq_resolution"] def get_conf_max_n_notes(): """ :return: Int--maximum number of notes to be generated in a melody """ with open(bins_path) as f: max_n_notes = json.load(f)["midi_max_n_notes"] return max_n_notes