tts_train.py

source

Train a new text-to-speech (TTS) model on one CPU, one or multiple GPUs

usage: tts_train.py [-h] [--config CONFIG] [--config2 CONFIG2]
                    [--config3 CONFIG3] [--ngpu NGPU]
                    [--backend {chainer,pytorch}] --outdir OUTDIR
                    [--debugmode DEBUGMODE] [--seed SEED] [--resume [RESUME]]
                    [--minibatches MINIBATCHES] [--verbose VERBOSE]
                    [--tensorboard-dir [TENSORBOARD_DIR]]
                    [--eval-interval-epochs EVAL_INTERVAL_EPOCHS]
                    [--save-interval-epochs SAVE_INTERVAL_EPOCHS]
                    [--report-interval-iters REPORT_INTERVAL_ITERS]
                    --train-json TRAIN_JSON --valid-json VALID_JSON
                    [--model-module MODEL_MODULE] [--sortagrad [SORTAGRAD]]
                    [--batch-sort-key [{shuffle,output,input}]]
                    [--batch-count {auto,seq,bin,frame}]
                    [--batch-size BATCH_SIZE] [--batch-bins BATCH_BINS]
                    [--batch-frames-in BATCH_FRAMES_IN]
                    [--batch-frames-out BATCH_FRAMES_OUT]
                    [--batch-frames-inout BATCH_FRAMES_INOUT] [--maxlen-in ML]
                    [--maxlen-out ML]
                    [--num-iter-processes NUM_ITER_PROCESSES]
                    [--preprocess-conf PREPROCESS_CONF]
                    [--use-speaker-embedding USE_SPEAKER_EMBEDDING]
                    [--use-second-target USE_SECOND_TARGET]
                    [--opt {adam,noam}] [--accum-grad ACCUM_GRAD] [--lr LR]
                    [--eps EPS] [--weight-decay WEIGHT_DECAY]
                    [--epochs EPOCHS]
                    [--early-stop-criterion [EARLY_STOP_CRITERION]]
                    [--patience [PATIENCE]] [--grad-clip GRAD_CLIP]
                    [--num-save-attention NUM_SAVE_ATTENTION]
                    [--keep-all-data-on-mem KEEP_ALL_DATA_ON_MEM]
                    [--enc-init ENC_INIT] [--enc-init-mods ENC_INIT_MODS]
                    [--dec-init DEC_INIT] [--dec-init-mods DEC_INIT_MODS]
                    [--freeze-mods FREEZE_MODS]

Named Arguments