From 5b37dbd50f754bdd70575aa602d710b6dad4883c Mon Sep 17 00:00:00 2001 From: Wannaphong Phatthiyaphaibun Date: Sun, 21 Jan 2024 12:32:12 +0700 Subject: [PATCH] Add files via upload --- infer_tacotron2_onnx.py | 180 ++++++++++++++++++++++++++++++++++++++++ speech32-1.wav | Bin 0 -> 78380 bytes 2 files changed, 180 insertions(+) create mode 100644 infer_tacotron2_onnx.py create mode 100644 speech32-1.wav diff --git a/infer_tacotron2_onnx.py b/infer_tacotron2_onnx.py new file mode 100644 index 0000000..88793c7 --- /dev/null +++ b/infer_tacotron2_onnx.py @@ -0,0 +1,180 @@ +# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import numpy as np +import onnxruntime as ort +import soundfile as sf + +from nemo.collections.tts.models import HifiGanModel, Tacotron2Model + + +def initialize_decoder_states(self, memory): + B = memory.shape[0] + MAX_TIME = memory.shape[1] + + attention_hidden = np.zeros((B, self.attention_rnn_dim), dtype=np.float32) + attention_cell = np.zeros((B, self.attention_rnn_dim), dtype=np.float32) + + decoder_hidden = np.zeros((B, self.decoder_rnn_dim), dtype=np.float32) + decoder_cell = np.zeros((B, self.decoder_rnn_dim), dtype=np.float32) + + attention_weights = np.zeros((B, MAX_TIME), dtype=np.float32) + attention_weights_cum = np.zeros((B, MAX_TIME), dtype=np.float32) + attention_context = np.zeros((B, self.encoder_embedding_dim), dtype=np.float32) + + return ( + attention_hidden, + attention_cell, + decoder_hidden, + decoder_cell, + attention_weights, + attention_weights_cum, + attention_context, + ) + + +def get_go_frame(self, memory): + B = memory.shape[0] + decoder_input = np.zeros((B, self.n_mel_channels * self.n_frames_per_step), dtype=np.float32) + return decoder_input + + +def sigmoid(x): + return np.exp(-np.logaddexp(0, -x)) + + +def parse_decoder_outputs(self, mel_outputs, gate_outputs, alignments): + # (T_out, B) -> (B, T_out) + alignments = np.stack(alignments).transpose((1, 0, 2, 3)) + # (T_out, B) -> (B, T_out) + # Add a -1 to prevent squeezing the batch dimension in case + # batch is 1 + gate_outputs = np.stack(gate_outputs).squeeze(-1).transpose((1, 0, 2)) + # (T_out, B, n_mel_channels) -> (B, T_out, n_mel_channels) + mel_outputs = np.stack(mel_outputs).transpose((1, 0, 2, 3)) + # decouple frames per step + mel_outputs = mel_outputs.reshape(mel_outputs.shape[0], -1, self.n_mel_channels) + # (B, T_out, n_mel_channels) -> (B, n_mel_channels, T_out) + mel_outputs = mel_outputs.transpose((0, 2, 1)) + + return mel_outputs, gate_outputs, alignments + + +# only numpy operations +def test_inference(encoder, decoder_iter, postnet): + parsed = spec_generator.parse("You can type your sentence here to get nemo to produce speech.").to("cpu") + sequences, sequence_lengths = parsed, np.array([parsed.size(1)]) + + print("Running Tacotron2 Encoder") + inputs = {"seq": sequences.numpy(), "seq_len": sequence_lengths} + memory, processed_memory, _ = encoder.run(None, inputs) + + print("Running Tacotron2 Decoder") + mel_lengths = np.zeros([memory.shape[0]], dtype=np.int32) + not_finished = np.ones([memory.shape[0]], dtype=np.int32) + mel_outputs, gate_outputs, alignments = [], [], [] + gate_threshold = 0.5 + max_decoder_steps = 1000 + first_iter = True + + ( + attention_hidden, + attention_cell, + decoder_hidden, + decoder_cell, + attention_weights, + attention_weights_cum, + attention_context, + ) = initialize_decoder_states(spec_generator.decoder, memory) + + decoder_input = get_go_frame(spec_generator.decoder, memory) + + while True: + inputs = { + "decoder_input": decoder_input, + "attention_hidden": attention_hidden, + "attention_cell": attention_cell, + "decoder_hidden": decoder_hidden, + "decoder_cell": decoder_cell, + "attention_weights": attention_weights, + "attention_weights_cum": attention_weights_cum, + "attention_context": attention_context, + "memory": memory, + "processed_memory": processed_memory, + } + ( + mel_output, + gate_output, + attention_hidden, + attention_cell, + decoder_hidden, + decoder_cell, + attention_weights, + attention_weights_cum, + attention_context, + ) = decoder_iter.run(None, inputs) + + if first_iter: + mel_outputs = [np.expand_dims(mel_output, 2)] + gate_outputs = [np.expand_dims(gate_output, 2)] + alignments = [np.expand_dims(attention_weights, 2)] + first_iter = False + else: + mel_outputs += [np.expand_dims(mel_output, 2)] + gate_outputs += [np.expand_dims(gate_output, 2)] + alignments += [np.expand_dims(attention_weights, 2)] + + dec = np.less(sigmoid(gate_output), gate_threshold) + dec = np.squeeze(dec, axis=1) + not_finished = not_finished * dec + mel_lengths += not_finished + + if not_finished.sum() == 0: + print("Stopping after ", len(mel_outputs), " decoder steps") + break + if len(mel_outputs) == max_decoder_steps: + print("Warning! Reached max decoder steps") + break + + decoder_input = mel_output + + mel_outputs, gate_outputs, alignments = parse_decoder_outputs( + spec_generator.decoder, mel_outputs, gate_outputs, alignments + ) + + print("Running Tacotron2 PostNet") + inputs = {"mel_spec": mel_outputs} + mel_outputs_postnet = postnet.run(None, inputs) + + return mel_outputs_postnet + +# vocoder = HifiGanModel.from_pretrained(model_name="tts_en_hifigan").to("cpu") +# vocoder.eval() +# vocoder.export("vocoder.onnx") + +spec_generator = Tacotron2Model.from_pretrained("lunarlist/tts-thai-last-step").to("cpu") +spec_generator.eval() +spec_generator.export("th.onnx") + +# Load encoder/decoder/postnet from onnx files +encoder = ort.InferenceSession("tacotron2encoder-th.onnx") +decoder = ort.InferenceSession("tacotron2decoder-th.onnx") +postnet = ort.InferenceSession("tacotron2postnet-th.onnx") + +mel = test_inference(encoder, decoder, postnet) + +# Use vocoder to get raw audio from spectrogram +hifi = ort.InferenceSession("vocoder.onnx") +audio = hifi.run(None, {"spec": mel[0]}) +audio = audio[0][0, 0, :] +sf.write("speech.wav", audio, 22050, format="WAV") diff --git a/speech32-1.wav b/speech32-1.wav new file mode 100644 index 0000000000000000000000000000000000000000..d93d5609bca8c282aff4cf5a9b6aa1cf890a7c9a GIT binary patch literal 78380 zcmXtg1)Nhy_x4+Z6<@m!txp78!Z z?k~xb+{~SOY|eR}GilwpL4*8dIMShZ`}+Ncj?NuT2;p$#ZBIzOeT48Nn)K~8x);GY z3iGf`mdXNnRqz~Qj8PmKBZT1*`8)EC#tb|ZrZSW9#K5zTzx5yQ1zC{!@xRFD23{3> zYA}JwxDsO$5%H|!Fz`*Dm_NS9kub&$V`L8Rh$J#r?;;<7J{wMvowt#O~@wffQ2qONn5hsqw`4X|O9m~CXf;*Xg}=1uT-&h zk)j4!{{JI#FSZ}Em43`OBKe3W6`ZAGY#$yGtp)H7M}l~c$UmZ`$eA4U5z%4f-Ximj zoE@1-#CAAbFCv-9H6wNvv6KH<&i`yc!&Mlx|GyDUj2@X^L@yDEnz(D@$2|XMJ&{>Q z4u+JV&g>z`^iPF#pJWBeVUVOhP#K4f~HhW6#+;TqhIvX2DG2NCJt+BNxew zxyiUj7-xQCUvbt4Tdn$vvc6cPjZtim|;X$Vay;Cv-^(kJ;zm^ zve%d!V=kOijFcgTNKRZQ8s`#Ni-x&o;_fqk$jbZU&ONwp3jQC_w+mOuhwqdm6>${A z{50I}BX)tEW|!F&cAY(h41Bo9EEu~UX^x`~$%eDuvTN)Z+rv(<2kbNC!r_V$`MDv@ 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