commit

app.py

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+# coding=utf-8
+import time
+import gradio as gr
+# import utils
+# import commons
+# from models import SynthesizerTrn
+# from text import text_to_sequence
+# from torch import no_grad, LongTensor
+
+# hps_ms = utils.get_hparams_from_file(r'./model/config.json')
+# net_g_ms = SynthesizerTrn(
+#     len(hps_ms.symbols),
+#     hps_ms.data.filter_length // 2 + 1,
+#     hps_ms.train.segment_size // hps_ms.data.hop_length,
+#     n_speakers=hps_ms.data.n_speakers,
+#     **hps_ms.model)
+# _ = net_g_ms.eval()
+# speakers = hps_ms.speakers
+# model, optimizer, learning_rate, epochs = utils.load_checkpoint(r'./model/G_953000.pth', net_g_ms, None)
+
+
+# def get_text(text, hps):
+#     text_norm, clean_text = text_to_sequence(text, hps.symbols, hps.data.text_cleaners)
+#     if hps.data.add_blank:
+#         text_norm = commons.intersperse(text_norm, 0)
+#     text_norm = LongTensor(text_norm)
+#     return text_norm, clean_text
+#
+#
+# def vits(text, language, speaker_id, noise_scale, noise_scale_w, length_scale):
+#     start = time.perf_counter()
+#     if not len(text):
+#         return "输入文本不能为空！", None, None
+#     text = text.replace('\n', ' ').replace('\r', '').replace(" ", "")
+#     if len(text) > 100:
+#         return f"输入文字过长！{len(text)}>100", None, None
+#     if language == 0:
+#         text = f"[ZH]{text}[ZH]"
+#     elif language == 1:
+#         text = f"[JA]{text}[JA]"
+#     else:
+#         text = f"{text}"
+#     stn_tst, clean_text = get_text(text, hps_ms)
+#     with no_grad():
+#         x_tst = stn_tst.unsqueeze(0)
+#         x_tst_lengths = LongTensor([stn_tst.size(0)])
+#         speaker_id = LongTensor([speaker_id])
+#         audio = \
+#         net_g_ms.infer(x_tst, x_tst_lengths, sid=speaker_id, noise_scale=noise_scale, noise_scale_w=noise_scale_w,
+#                        length_scale=length_scale)[0][0, 0].data.float().numpy()
+#
+#     return "生成成功!", (22050, audio), f"生成耗时 {round(time.perf_counter() - start, 2)} s"
+
+
+# def search_speaker(search_value):
+#     for s in speakers:
+#         if search_value == s:
+#             return s
+#     for s in speakers:
+#         if search_value in s:
+#             return s
+#
+#
+# def change_lang(language):
+#     if language == 0:
+#         return 0.6, 0.668, 1.2
+#     else:
+#         return 0.6, 0.668, 1.1
+
+
+download_audio_js = """
+() =>{{
+    let root = document.querySelector("body > gradio-app");
+    if (root.shadowRoot != null)
+        root = root.shadowRoot;
+    let audio = root.querySelector("#tts-audio").querySelector("audio");
+    let text = root.querySelector("#input-text").querySelector("textarea");
+    if (audio == undefined)
+        return;
+    text = text.value;
+    if (text == undefined)
+        text = Math.floor(Math.random()*100000000);
+    audio = audio.src;
+    let oA = document.createElement("a");
+    oA.download = text.substr(0, 20)+'.wav';
+    oA.href = audio;
+    document.body.appendChild(oA);
+    oA.click();
+    oA.remove();
+}}
+"""
+
+if __name__ == '__main__':
+    with gr.Blocks() as app:
+        gr.Markdown(
+            "# <center> VITS语音在线合成demo\n"
+            "# <center> 严禁将模型用于任何商业项目，否则后果自负\n"
+            "<div align='center'>主要有赛马娘，原神中文，原神日语，崩坏3的音色</div>"
+            '<div align="center"><a><font color="#dd0000">结果有随机性，语调可能很奇怪，可多次生成取最佳效果</font></a></div>'
+            '<div align="center"><a><font color="#dd0000">标点符号会影响生成的结果</font></a></div>'
+        )
+
+        with gr.Tabs():
+            with gr.Row():
+                with gr.Column():
+                    input_text = gr.Textbox(label="Text (100 words limitation)", lines=5, value="今天晚上吃啥好呢。",
+                                            elem_id=f"input-text")
+                    lang = gr.Dropdown(label="Language", choices=["中文", "日语", "中日混合（中文用[ZH][ZH]包裹起来，日文用[JA][JA]包裹起来）"],
+                                       type="index", value="中文")
+                    btn = gr.Button(value="Submit")
+                    with gr.Row():
+                        search = gr.Textbox(label="Search Speaker", lines=1)
+                        btn2 = gr.Button(value="Search")
+                    # sid = gr.Dropdown(label="Speaker", choices=speakers, type="index", value=speakers[228])
+                    with gr.Row():
+                        ns = gr.Slider(label="noise_scale(控制感情变化程度)", minimum=0.1, maximum=1.0, step=0.1, value=0.6,
+                                       interactive=True)
+                        nsw = gr.Slider(label="noise_scale_w(控制音素发音长度)", minimum=0.1, maximum=1.0, step=0.1,
+                                        value=0.668, interactive=True)
+                        ls = gr.Slider(label="length_scale(控制整体语速)", minimum=0.1, maximum=2.0, step=0.1, value=1.2,
+                                       interactive=True)
+                with gr.Column():
+                    o1 = gr.Textbox(label="Output Message")
+                    o2 = gr.Audio(label="Output Audio", elem_id=f"tts-audio")
+                    o3 = gr.Textbox(label="Extra Info")
+                    download = gr.Button("Download Audio")
+                # btn.click(vits, inputs=[input_text, lang, sid, ns, nsw, ls], outputs=[o1, o2, o3], api_name="GetSpeech")
+                # download.click(None, [], [], _js=download_audio_js.format())
+                # btn2.click(search_speaker, inputs=[search], outputs=[sid])
+                # lang.change(change_lang, inputs=[lang], outputs=[ns, nsw, ls])
+
+    app.queue(concurrency_count=1).launch()