| from utils import * | |
| from familizer import Familizer | |
| from miditok import Event | |
| class TextDecoder: | |
| """Decodes text into: | |
| 1- List of events | |
| 2- Then converts these events to midi file via MidiTok and miditoolkit | |
| :param tokenizer: from MidiTok | |
| Usage with write_to_midi method: | |
| args: text(String) example -> PIECE_START TRACK_START INST=25 DENSITY=2 BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50...BAR_END TRACK_END | |
| returns: midi file from miditoolkit | |
| """ | |
| def __init__(self, tokenizer, familized=True): | |
| self.tokenizer = tokenizer | |
| self.familized = familized | |
| def decode(self, text): | |
| r"""converts from text to instrument events | |
| Args: | |
| text (String): example -> PIECE_START TRACK_START INST=25 DENSITY=2 BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50...BAR_END TRACK_END | |
| Returns: | |
| Dict{inst_id: List[Events]}: List of events of Notes with velocities, aggregated Timeshifts, for each instrument | |
| """ | |
| piece_events = self.text_to_events(text) | |
| inst_events = self.piece_to_inst_events(piece_events) | |
| events = self.add_timeshifts_for_empty_bars(inst_events) | |
| events = self.aggregate_timeshifts(events) | |
| events = self.add_velocity(events) | |
| return events | |
| def tokenize(self, events): | |
| r"""converts from events to MidiTok tokens | |
| Args: | |
| events (Dict{inst_id: List[Events]}): List of events for each instrument | |
| Returns: | |
| List[List[Events]]: List of tokens for each instrument | |
| """ | |
| tokens = [] | |
| for inst in events.keys(): | |
| tokens.append(self.tokenizer.events_to_tokens(events[inst])) | |
| return tokens | |
| def get_midi(self, text, filename=None): | |
| r"""converts from text to midi | |
| Args: | |
| text (String): example -> PIECE_START TRACK_START INST=25 DENSITY=2 BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50...BAR_END TRACK_END | |
| Returns: | |
| miditoolkit midi: Returns and writes to midi | |
| """ | |
| events = self.decode(text) | |
| tokens = self.tokenize(events) | |
| instruments = self.get_instruments_tuple(events) | |
| midi = self.tokenizer.tokens_to_midi(tokens, instruments) | |
| if filename is not None: | |
| midi.dump(f"{filename}") | |
| print(f"midi file written: {filename}") | |
| return midi | |
| def text_to_events(text): | |
| events = [] | |
| for word in text.split(" "): | |
| # TODO: Handle bar and track values with a counter | |
| _event = word.split("=") | |
| value = _event[1] if len(_event) > 1 else None | |
| event = get_event(_event[0], value) | |
| if event: | |
| events.append(event) | |
| return events | |
| def piece_to_inst_events(piece_events): | |
| """Converts piece events of 8 bars to instrument events for entire song | |
| Args: | |
| piece_events (List[Events]): List of events of Notes, Timeshifts, Bars, Tracks | |
| Returns: | |
| Dict{inst_id: List[Events]}: List of events for each instrument | |
| """ | |
| inst_events = {} | |
| current_instrument = -1 | |
| for event in piece_events: | |
| if event.type == "Instrument": | |
| current_instrument = event.value | |
| if current_instrument not in inst_events: | |
| inst_events[current_instrument] = [] | |
| elif current_instrument != -1: | |
| inst_events[current_instrument].append(event) | |
| return inst_events | |
| def add_timeshifts_for_empty_bars(inst_events): | |
| """Adds time shift events instead of consecutive [BAR_START BAR_END] events""" | |
| new_inst_events = {} | |
| for inst, events in inst_events.items(): | |
| new_inst_events[inst] = [] | |
| for index, event in enumerate(events): | |
| if event.type == "Bar-End" or event.type == "Bar-Start": | |
| if events[index - 1].type == "Bar-Start": | |
| new_inst_events[inst].append(Event("Time-Shift", "4.0.8")) | |
| else: | |
| new_inst_events[inst].append(event) | |
| return new_inst_events | |
| def add_timeshifts(beat_values1, beat_values2): | |
| """Adds two beat values | |
| Args: | |
| beat_values1 (String): like 0.3.8 | |
| beat_values2 (String): like 1.7.8 | |
| Returns: | |
| beat_str (String): added beats like 2.2.8 for example values | |
| """ | |
| value1 = to_base10(beat_values1) | |
| value2 = to_base10(beat_values2) | |
| return to_beat_str(value1 + value2) | |
| def aggregate_timeshifts(self, events): | |
| """Aggregates consecutive time shift events bigger than a bar | |
| -> like Timeshift 4.0.8 | |
| Args: | |
| events (_type_): _description_ | |
| Returns: | |
| _type_: _description_ | |
| """ | |
| new_events = {} | |
| for inst, events in events.items(): | |
| inst_events = [] | |
| for i, event in enumerate(events): | |
| if ( | |
| event.type == "Time-Shift" | |
| and len(inst_events) > 0 | |
| and inst_events[-1].type == "Time-Shift" | |
| ): | |
| inst_events[-1].value = self.add_timeshifts( | |
| inst_events[-1].value, event.value | |
| ) | |
| else: | |
| inst_events.append(event) | |
| new_events[inst] = inst_events | |
| return new_events | |
| def add_velocity(events): | |
| """Adds default velocity 99 to note events since they are removed from text, needed to generate midi""" | |
| new_events = {} | |
| for inst, events in events.items(): | |
| inst_events = [] | |
| for event in events: | |
| inst_events.append(event) | |
| if event.type == "Note-On": | |
| inst_events.append(Event("Velocity", 99)) | |
| new_events[inst] = inst_events | |
| return new_events | |
| def get_instruments_tuple(self, events): | |
| """Returns instruments tuple for midi generation""" | |
| instruments = [] | |
| for inst in events.keys(): | |
| is_drum = 0 | |
| if inst == "DRUMS": | |
| inst = 0 | |
| is_drum = 1 | |
| if self.familized: | |
| inst = Familizer(arbitrary=True).get_program_number(int(inst)) | |
| instruments.append((int(inst), is_drum)) | |
| return tuple(instruments) | |
| if __name__ == "__main__": | |
| filename = "midi/generated/misnaej/the-jam-machine-elec-famil/20221209_175750" | |
| encoded_json = readFromFile( | |
| f"{filename}.json", | |
| True, | |
| ) | |
| encoded_text = encoded_json["sequence"] | |
| # encoded_text = "PIECE_START TRACK_START INST=25 DENSITY=2 BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=67 NOTE_ON=64 TIME_DELTA=1 NOTE_OFF=67 NOTE_OFF=64 BAR_END BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 BAR_END BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_OFF=50 NOTE_ON=67 NOTE_ON=64 TIME_DELTA=1 NOTE_OFF=67 NOTE_OFF=64 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 BAR_END BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_OFF=50 NOTE_ON=67 NOTE_ON=64 TIME_DELTA=1 NOTE_OFF=67 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 BAR_END BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=69 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=69 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=57 TIME_DELTA=1 NOTE_OFF=57 NOTE_ON=56 TIME_DELTA=1 NOTE_OFF=56 NOTE_ON=64 NOTE_ON=60 NOTE_ON=55 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=55 BAR_END BAR_START NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_ON=66 NOTE_ON=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_OFF=50 NOTE_ON=66 NOTE_ON=62 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=66 NOTE_OFF=62 NOTE_OFF=50 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=67 NOTE_ON=64 TIME_DELTA=1 NOTE_OFF=67 NOTE_OFF=64 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=50 NOTE_ON=64 NOTE_ON=60 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=64 NOTE_OFF=60 NOTE_OFF=50 NOTE_ON=59 NOTE_ON=55 NOTE_ON=50 TIME_DELTA=1 NOTE_OFF=59 NOTE_OFF=50 NOTE_OFF=55 NOTE_OFF=50 BAR_END BAR_START BAR_END TRACK_END" | |
| miditok = get_miditok() | |
| TextDecoder(miditok).get_midi(encoded_text, filename=filename) | |