Upload 3 files

best_model.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e785c1e6841d03854fdae311bac8c1338d212d36977549e3c2e852339bb5323
+size 637339757

config.json

@@ -0,0 +1,211 @@
+{
+    "output_path": "output_indic_fastpitch/tef13x",
+    "logger_uri": null,
+    "run_name": "tef13x_fastpitch_indictts_all_align_off",
+    "project_name": "indic-fastpitch-stage2",
+    "run_description": "align_off",
+    "print_step": 100,
+    "plot_step": 100,
+    "model_param_stats": false,
+    "wandb_entity": "indic-asr",
+    "dashboard_logger": "wandb",
+    "log_model_step": 10000,
+    "save_step": 10000,
+    "save_n_checkpoints": 1,
+    "save_checkpoints": true,
+    "save_all_best": false,
+    "save_best_after": 10000,
+    "target_loss": null,
+    "print_eval": false,
+    "test_delay_epochs": 0,
+    "run_eval": true,
+    "distributed_backend": "nccl",
+    "distributed_url": "tcp://localhost:54321",
+    "mixed_precision": true,
+    "epochs": 1000,
+    "batch_size": 32,
+    "eval_batch_size": 32,
+    "grad_clip": 5.0,
+    "scheduler_after_epoch": true,
+    "lr": 0.0001,
+    "optimizer": "Adam",
+    "optimizer_params": {
+        "betas": [
+            0.9,
+            0.998
+        ],
+        "weight_decay": 1e-06
+    },
+    "lr_scheduler": "NoamLR",
+    "lr_scheduler_params": {
+        "warmup_steps": 4000
+    },
+    "use_grad_scaler": false,
+    "cudnn_enable": true,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "training_seed": 54321,
+    "model": "fast_pitch",
+    "num_loader_workers": 0,
+    "num_eval_loader_workers": 0,
+    "use_noise_augment": false,
+    "audio": {
+        "fft_size": 1024,
+        "win_length": 1024,
+        "hop_length": 256,
+        "frame_shift_ms": null,
+        "frame_length_ms": null,
+        "stft_pad_mode": "reflect",
+        "sample_rate": 22050,
+        "resample": false,
+        "preemphasis": 0.0,
+        "ref_level_db": 20,
+        "do_sound_norm": false,
+        "log_func": "np.log",
+        "do_trim_silence": true,
+        "trim_db": 60.0,
+        "do_rms_norm": false,
+        "db_level": null,
+        "power": 1.5,
+        "griffin_lim_iters": 60,
+        "num_mels": 80,
+        "mel_fmin": 0.0,
+        "mel_fmax": 8000,
+        "spec_gain": 1.0,
+        "do_amp_to_db_linear": true,
+        "do_amp_to_db_mel": true,
+        "pitch_fmax": 640.0,
+        "pitch_fmin": 0.0,
+        "signal_norm": false,
+        "min_level_db": -100,
+        "symmetric_norm": true,
+        "max_norm": 4.0,
+        "clip_norm": true,
+        "stats_path": null
+    },
+    "use_phonemes": false,
+    "phonemizer": null,
+    "phoneme_language": "en-us",
+    "compute_input_seq_cache": false,
+    "text_cleaner": "multilingual_cleaners",
+    "enable_eos_bos_chars": false,
+    "test_sentences_file": "",
+    "phoneme_cache_path": "output_indic_fastpitch/tef13x/phoneme_cache",
+    "characters": {
+        "characters_class": "TTS.tts.models.vits.VitsCharacters",
+        "vocab_dict": null,
+        "pad": "<PAD>",
+        "eos": "<EOS>",
+        "bos": "<BOS>",
+        "blank": "<BLNK>",
+        "characters": " !',.:;?o\u0c02\u0c03\u0c05\u0c06\u0c07\u0c08\u0c09\u0c0a\u0c0b\u0c0e\u0c0f\u0c10\u0c12\u0c13\u0c14\u0c15\u0c16\u0c17\u0c18\u0c19\u0c1a\u0c1b\u0c1c\u0c1d\u0c1e\u0c1f\u0c20\u0c21\u0c22\u0c23\u0c24\u0c25\u0c26\u0c27\u0c28\u0c2a\u0c2b\u0c2c\u0c2d\u0c2e\u0c2f\u0c30\u0c31\u0c32\u0c33\u0c35\u0c36\u0c37\u0c38\u0c39\u0c3e\u0c3f\u0c40\u0c41\u0c42\u0c43\u0c46\u0c47\u0c48\u0c4a\u0c4b\u0c4c\u0c4d\u201d\ufeff",
+        "punctuations": "!\u00a1'(),-.:;\u00bf? ",
+        "phonemes": null,
+        "is_unique": true,
+        "is_sorted": true
+    },
+    "add_blank": false,
+    "batch_group_size": 0,
+    "loss_masking": null,
+    "sort_by_audio_len": true,
+    "min_audio_len": 1,
+    "max_audio_len": 441000,
+    "min_text_len": 1,
+    "max_text_len": 400,
+    "compute_f0": true,
+    "compute_linear_spec": false,
+    "precompute_num_workers": 0,
+    "start_by_longest": false,
+    "datasets": [
+        {
+            "name": "indictts",
+            "path": "/home/ttsteam/datasets/indictts/tef13x",
+            "meta_file_train": "metadata_train.csv",
+            "ignored_speakers": null,
+            "language": "tef13x",
+            "meta_file_val": "metadata_test.csv",
+            "meta_file_attn_mask": ""
+        }
+    ],
+    "test_sentences": [
+        "\u0c38\u0c3f\u0c02\u0c39\u0c02 \u0c05\u0c21\u0c4d\u0c21\u0c41\u0c35\u0c1a\u0c4d\u0c1a\u0c3f, \u0c24\u0c2a\u0c4d\u0c2a\u0c41\u0c15\u0c4b \u0c36\u0c3f\u0c15\u0c4d\u0c37 \u0c35\u0c3f\u0c27\u0c3f\u0c02\u0c1a\u0c35\u0c32\u0c38\u0c3f\u0c02\u0c26\u0c3f \u0c28\u0c47\u0c28\u0c41 \u0c05\u0c28\u0c3f \u0c15\u0c4b\u0c24\u0c3f\u0c28\u0c3f \u0c05\u0c19\u0c4d\u0c1e\u0c3e\u0c2a\u0c3f\u0c02\u0c1a\u0c3f\u0c02\u0c26\u0c3f \u0c28\u0c15\u0c4d\u0c15\u0c15\u0c47\u0c38\u0c3f \u0c24\u0c3f\u0c30\u0c3f\u0c17\u0c3f \u0c2e\u0c02\u0c24\u0c4d\u0c30\u0c3f \u0c2a\u0c41\u0c02\u0c17\u0c35\u0c3e \u0c08 \u0c2e\u0c42\u0c37\u0c3f\u0c15\u0c3e\u0c27\u0c2e\u0c41\u0c21\u0c41 \u0c1a\u0c4b\u0c30\u0c41\u0c21\u0c41 \u0c05\u0c28\u0c3f \u0c28\u0c40\u0c15\u0c41 \u0c0e\u0c32\u0c3e \u0c24\u0c46\u0c32\u0c3f\u0c38\u0c3f\u0c02\u0c26\u0c3f \u0c05\u0c28\u0c3f \u0c05\u0c21\u0c3f\u0c17\u0c3f\u0c02\u0c26\u0c3f.",
+        "\u0c08 \u0c2e\u0c3e\u0c1f\u0c32\u0c41 \u0c35\u0c3f\u0c02\u0c1f\u0c42\u0c28\u0c47 \u0c17\u0c3e\u0c32\u0c35\u0c41\u0c21\u0c41, \u0c15\u0c41\u0c35\u0c32\u0c2f\u0c3e\u0c36\u0c4d\u0c35\u0c3e\u0c28\u0c4d\u0c28\u0c3f \u0c0e\u0c15\u0c4d\u0c15\u0c3f, \u0c36\u0c24\u0c4d\u0c30\u0c41\u0c1c\u0c3f\u0c24\u0c4d\u0c24\u0c41\u0c35\u0c26\u0c4d\u0c26\u0c15\u0c41 \u0c35\u0c46\u0c33\u0c4d\u0c32\u0c3f, \u0c0b\u0c24\u0c41\u0c27\u0c4d\u0c35\u0c1c\u0c41\u0c23\u0c4d\u0c23\u0c3f \u0c2a\u0c02\u0c2a\u0c2e\u0c28\u0c3f \u0c15\u0c4b\u0c30\u0c3e\u0c21\u0c41, \u0c0b\u0c24\u0c41\u0c27\u0c4d\u0c35\u0c1c\u0c41\u0c21\u0c41, \u0c15\u0c41\u0c35\u0c32\u0c2f\u0c3e\u0c36\u0c4d\u0c35\u0c3e\u0c28\u0c4d\u0c28\u0c3f \u0c0e\u0c15\u0c4d\u0c15\u0c3f, \u0c17\u0c3e\u0c32\u0c35\u0c41\u0c21\u0c3f \u0c35\u0c46\u0c02\u0c1f, \u0c06\u0c2f\u0c28 \u0c06\u0c36\u0c4d\u0c30\u0c2e\u0c3e\u0c28\u0c3f\u0c15\u0c3f \u0c35\u0c46\u0c33\u0c4d\u0c33\u0c3e\u0c21\u0c41."
+    ],
+    "eval_split_max_size": null,
+    "eval_split_size": 0.01,
+    "use_speaker_weighted_sampler": false,
+    "speaker_weighted_sampler_alpha": 1.0,
+    "use_language_weighted_sampler": false,
+    "language_weighted_sampler_alpha": 1.0,
+    "use_length_weighted_sampler": false,
+    "length_weighted_sampler_alpha": 1.0,
+    "base_model": "forward_tts",
+    "model_args": {
+        "num_chars": 89,
+        "out_channels": 80,
+        "hidden_channels": 512,
+        "use_aligner": true,
+        "use_pitch": true,
+        "pitch_predictor_hidden_channels": 256,
+        "pitch_predictor_kernel_size": 3,
+        "pitch_predictor_dropout_p": 0.1,
+        "pitch_embedding_kernel_size": 3,
+        "duration_predictor_hidden_channels": 256,
+        "duration_predictor_kernel_size": 3,
+        "duration_predictor_dropout_p": 0.1,
+        "positional_encoding": true,
+        "poisitonal_encoding_use_scale": true,
+        "length_scale": 1,
+        "encoder_type": "fftransformer",
+        "encoder_params": {
+            "hidden_channels_ffn": 1024,
+            "num_heads": 1,
+            "num_layers": 6,
+            "dropout_p": 0.1
+        },
+        "decoder_type": "fftransformer",
+        "decoder_params": {
+            "hidden_channels_ffn": 1024,
+            "num_heads": 1,
+            "num_layers": 6,
+            "dropout_p": 0.1
+        },
+        "detach_duration_predictor": false,
+        "max_duration": 75,
+        "num_speakers": 2,
+        "use_speaker_embedding": true,
+        "speakers_file": "models/v1/te/fastpitch/speakers.pth",
+        "use_d_vector_file": false,
+        "d_vector_dim": 512,
+        "d_vector_file": null,
+        "use_speaker_encoder_as_loss": false,
+        "speaker_encoder_config_path": "",
+        "speaker_encoder_model_path": "",
+        "vocoder_path": null,
+        "vocoder_config_path": null,
+        "use_separate_optimizers": false
+    },
+    "return_wav": false,
+    "num_speakers": 2,
+    "speakers_file": "models/v1/te/fastpitch/speakers.pth",
+    "use_speaker_embedding": true,
+    "use_d_vector_file": false,
+    "d_vector_file": "",
+    "d_vector_dim": 512,
+    "spec_loss_type": "mse",
+    "duration_loss_type": "mse",
+    "use_ssim_loss": false,
+    "ssim_loss_alpha": 1.0,
+    "spec_loss_alpha": 1.0,
+    "aligner_loss_alpha": 1.0,
+    "pitch_loss_alpha": 0.1,
+    "dur_loss_alpha": 0.1,
+    "binary_align_loss_alpha": 0.1,
+    "spk_encoder_loss_alpha": 0.1,
+    "binary_loss_warmup_epochs": 150,
+    "aligner_epochs": 0,
+    "min_seq_len": 13,
+    "max_seq_len": 500000,
+    "r": 1,
+    "f0_cache_path": "output_indic_fastpitch/tef13x/f0_cache"
+}

speakers.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f665e358b34b232fb27f7c8cd3968fcd47784a7be065ae127f611c33ee809bea
+size 431