From f2b43a4bb6efe0a58416104a611ec4c3c579128f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Alonso=20C=C3=A1rdenas?= <alcardenascastroamador@gmail.com>
Date: Mon, 2 Nov 2026 00:59:13 -0300
Subject: [PATCH] feat: Upload models, outputs and results

Add model folders with early instructions and a main.py file for testing. Add output folder for wav files generated. Add asset folder with manito.wav inside. Add env.example. Update readme.md for clear instructions to follow.
---
 Readme.md                                     |   54 +-
 assets/manito.txt                             |    1 +
 assets/manito.wav                             |  Bin 0 -> 453164 bytes
 env.example                                   |    1 +
 outputs/cosyvoice3/cosyvoice3.wav             |  Bin 0 -> 414764 bytes
 outputs/kokoro-82m/kokoro.wav                 |  Bin 0 -> 394844 bytes
 outputs/kokoro-82m/kokoro_stream.wav          |  Bin 0 -> 394844 bytes
 outputs/phonon/phonon.wav                     |  Bin 0 -> 441644 bytes
 outputs/pocket-tts/pocket_tts.wav             |  Bin 0 -> 376364 bytes
 outputs/qwen3-tts-6b/qwen_stream.wav          |  Bin 0 -> 441604 bytes
 outputs/xtts-v2/xtts.wav                      |  Bin 0 -> 492588 bytes
 outputs/xtts-v2/xtts_stream.wav               |  Bin 0 -> 472108 bytes
 src/kokoro-80m/.python-version                |    1 +
 src/kokoro-80m/README.md                      |    5 +
 src/kokoro-80m/main.py                        |   50 +
 src/kokoro-80m/pyproject.toml                 |   12 +
 src/kokoro-80m/uv.lock                        | 2611 +++++++++++++++++
 src/phonon-40m-es/.python-version             |    1 +
 src/phonon-40m-es/README.md                   |   14 +
 src/phonon-40m-es/main.py                     |   63 +
 src/phonon-40m-es/pyproject.toml              |   14 +
 .../tSIOyG1wY0Dmyzmr.ba7a5a45@300.safetensors |  Bin 0 -> 256136 bytes
 src/phonon-40m-es/uv.lock                     |  424 +++
 src/pocket-tts/.python-version                |    1 +
 src/pocket-tts/README.md                      |   14 +
 src/pocket-tts/main.py                        |   61 +
 src/pocket-tts/manito_es.safetensors          |  Bin 0 -> 5752632 bytes
 src/pocket-tts/pyproject.toml                 |   12 +
 src/pocket-tts/uv.lock                        | 1589 ++++++++++
 src/qwen3-tts-6b/.python-version              |    1 +
 src/qwen3-tts-6b/README.md                    |    5 +
 src/qwen3-tts-6b/main.py                      |   42 +
 src/qwen3-tts-6b/pyproject.toml               |   21 +
 src/qwen3-tts-6b/qwen_stream.wav              |  Bin 0 -> 326432 bytes
 src/qwen3-tts-6b/uv.lock                      | 1870 ++++++++++++
 src/xtts-v2/.python-version                   |    1 +
 src/xtts-v2/README.md                         |    5 +
 src/xtts-v2/main.py                           |   56 +
 src/xtts-v2/pyproject.toml                    |   15 +
 src/xtts-v2/uv.lock                           | 2418 +++++++++++++++
 40 files changed, 9353 insertions(+), 9 deletions(-)
 create mode 100644 assets/manito.txt
 create mode 100644 assets/manito.wav
 create mode 100644 env.example
 create mode 100644 outputs/cosyvoice3/cosyvoice3.wav
 create mode 100644 outputs/kokoro-82m/kokoro.wav
 create mode 100644 outputs/kokoro-82m/kokoro_stream.wav
 create mode 100644 outputs/phonon/phonon.wav
 create mode 100644 outputs/pocket-tts/pocket_tts.wav
 create mode 100644 outputs/qwen3-tts-6b/qwen_stream.wav
 create mode 100644 outputs/xtts-v2/xtts.wav
 create mode 100644 outputs/xtts-v2/xtts_stream.wav
 create mode 100644 src/kokoro-80m/.python-version
 create mode 100644 src/kokoro-80m/README.md
 create mode 100644 src/kokoro-80m/main.py
 create mode 100644 src/kokoro-80m/pyproject.toml
 create mode 100644 src/kokoro-80m/uv.lock
 create mode 100644 src/phonon-40m-es/.python-version
 create mode 100644 src/phonon-40m-es/README.md
 create mode 100644 src/phonon-40m-es/main.py
 create mode 100644 src/phonon-40m-es/pyproject.toml
 create mode 100644 src/phonon-40m-es/tSIOyG1wY0Dmyzmr.ba7a5a45@300.safetensors
 create mode 100644 src/phonon-40m-es/uv.lock
 create mode 100644 src/pocket-tts/.python-version
 create mode 100644 src/pocket-tts/README.md
 create mode 100644 src/pocket-tts/main.py
 create mode 100644 src/pocket-tts/manito_es.safetensors
 create mode 100644 src/pocket-tts/pyproject.toml
 create mode 100644 src/pocket-tts/uv.lock
 create mode 100644 src/qwen3-tts-6b/.python-version
 create mode 100644 src/qwen3-tts-6b/README.md
 create mode 100644 src/qwen3-tts-6b/main.py
 create mode 100644 src/qwen3-tts-6b/pyproject.toml
 create mode 100644 src/qwen3-tts-6b/qwen_stream.wav
 create mode 100644 src/qwen3-tts-6b/uv.lock
 create mode 100644 src/xtts-v2/.python-version
 create mode 100644 src/xtts-v2/README.md
 create mode 100644 src/xtts-v2/main.py
 create mode 100644 src/xtts-v2/pyproject.toml
 create mode 100644 src/xtts-v2/uv.lock

diff --git a/Readme.md b/Readme.md
index b535cfd..58afea7 100644
--- a/Readme.md
+++ b/Readme.md
@@ -1,12 +1,48 @@
 # TTS generation tests
 
-|**Test in progress**|
+*Los modelos fueron probados en el mismo sistema y mismo mensaje.*
 
-## TTS a probar
-- Phonon-40-es (Setup done and working)
-- Piper (Testing)
-- Qwen3-tts (With streaming)
-- CosyVoice3
-- XTTS-v2
-- Fish audio drama 3
-- Kokoro-82M
+
+
+|Modelo|Tiempo del primer fragmento|Total completo|RTF|Chunks|
+|-----|-----|-----|----|------|
+|cosyvoice3| 54.71s|209.65s|24.26| 4 |
+|kokoro-80m| 1.80s | 3.52s | 0.43 | 3 |
+|phonon-40m-es| 0.65s| 0.65s | 0.08| 13 |
+|pocket-tts| 0.60s | 0.66s | 0.09| 94|
+|qwen3-tts-6b (streaming)| 24.60s | 179.70s| 19.53| 29 |
+|xtts-v2| 2.98s| 42.26s | 4.49| 12 |
+
+**RTF:** Tiempo total/duracion audio. Menor que 1 es lo ideal.
+
+## Setup
+Para poder usar los modelos, primero se debe crear un `.env` con un token de Huggingface. Sin esta, modelos que lo necesiten no funcionaran. Ademas, hay modelos que estan restringidos, por lo que para usarlos tendras que acceder a ellos por Huggingface primero.
+
+### Gated models:
+- Phonon-40m-es
+- Pocket-TTS
+
+Copia el ejemplo a la raiz, y luego remplaza `hf_...` por el token de tu cuenta de HuggingFace.
+```
+cp env.example .env
+```
+
+Luego, para poder probar el ejemplo dentro de las carpetas, dirigete a la carpeta del modelo que quieres probar:
+
+```
+cd src/kokoro-80m
+cd src/phonon-40m-es
+cd src/pocket-tts
+cd src/qwen3-tts-6b
+cd src/xtts-v2
+```
+
+Ahora dentro de la carpeta del modelo, ejecuta los comandos dentros de sus respectivos README.md.
+
+La mayoria se ven asi:
+```powershell
+uv sync
+.venv\Scripts\activate
+# Algunos necesitan descargar un modelo de 2gb, asi que ten eso en cuenta antes de correrlo.
+uv run python main.py
+```
\ No newline at end of file
diff --git a/assets/manito.txt b/assets/manito.txt
new file mode 100644
index 0000000..9887a62
--- /dev/null
+++ b/assets/manito.txt
@@ -0,0 +1 @@
+¡Hola! Me llamo Manito y me encanta aprender contigo. ¿Jugamos un rato? Vamos a descubrir colores, formas y números juntos.
\ No newline at end of file
diff --git a/assets/manito.wav b/assets/manito.wav
new file mode 100644
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diff --git a/env.example b/env.example
new file mode 100644
index 0000000..5425708
--- /dev/null
+++ b/env.example
@@ -0,0 +1 @@
+HF_TOKEN = "hf_...."
\ No newline at end of file
diff --git a/outputs/cosyvoice3/cosyvoice3.wav b/outputs/cosyvoice3/cosyvoice3.wav
new file mode 100644
index 0000000000000000000000000000000000000000..3be2094639ad86a7c06a57e2a3975f7c7209da77
GIT binary patch
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diff --git a/src/kokoro-80m/.python-version b/src/kokoro-80m/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/src/kokoro-80m/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/src/kokoro-80m/README.md b/src/kokoro-80m/README.md
new file mode 100644
index 0000000..32c73b3
--- /dev/null
+++ b/src/kokoro-80m/README.md
@@ -0,0 +1,5 @@
+```powershell
+uv sync
+.venv\Scripts\activate
+uv run python main.py
+```
\ No newline at end of file
diff --git a/src/kokoro-80m/main.py b/src/kokoro-80m/main.py
new file mode 100644
index 0000000..00d72e3
--- /dev/null
+++ b/src/kokoro-80m/main.py
@@ -0,0 +1,50 @@
+import os
+import time
+
+import numpy as np
+import soundfile as sf
+import sounddevice as sd
+from dotenv import load_dotenv
+from kokoro import KPipeline
+
+
+load_dotenv("../../.env")
+
+carpeta_salida = "../../outputs/kokoro-82m"
+texto = "Hola, me llamo Manito y me encanta aprender contigo. ¿Jugamos un rato? Vamos a descubrir colores, formas y números juntos."
+voz = "ef_dora"
+sr = 24000
+
+os.makedirs(carpeta_salida, exist_ok=True)
+
+print("Cargando el modelo Kokoro...")
+tts = KPipeline(lang_code="e", repo_id="hexgrad/Kokoro-82M")
+
+t0 = time.perf_counter()
+primero = None
+muestras = 0
+en_escritura = 0.0
+registro = []
+
+with sd.OutputStream(samplerate=sr, channels=1, dtype="float32", latency=1.0) as salida:
+    for _, _, audio in tts(texto, voice=voz, speed=1.0, split_pattern=r"(?<=[.!?])\s+"):
+        if audio is None:
+            continue
+        if primero is None:
+            primero = time.perf_counter() - t0
+        datos = np.asarray(audio, dtype=np.float32).reshape(-1, 1)
+        muestras += datos.size
+        registro.append(datos)
+        t1 = time.perf_counter()
+        salida.write(datos)
+        en_escritura += time.perf_counter() - t1
+    fin = time.perf_counter()
+
+total = fin - t0
+generacion = total - en_escritura
+duracion = muestras / sr
+
+sf.write(f"{carpeta_salida}/kokoro.wav", np.concatenate(registro), sr)
+
+print(f"primer fragmento: {primero:.2f}s | generación: {generacion:.2f}s | total con reproducción: {total:.2f}s | audio: {duracion:.2f}s | RTF: {generacion / duracion:.2f} | chunks: {len(registro)}")
+print("Listo.")
\ No newline at end of file
diff --git a/src/kokoro-80m/pyproject.toml b/src/kokoro-80m/pyproject.toml
new file mode 100644
index 0000000..5c9ad99
--- /dev/null
+++ b/src/kokoro-80m/pyproject.toml
@@ -0,0 +1,12 @@
+[project]
+name = "kokoro-80m"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "dotenv>=0.9.9",
+    "kokoro>=0.9.4",
+    "sounddevice>=0.5.6",
+    "soundfile>=0.14.0",
+]
diff --git a/src/kokoro-80m/uv.lock b/src/kokoro-80m/uv.lock
new file mode 100644
index 0000000..f1b89ca
--- /dev/null
+++ b/src/kokoro-80m/uv.lock
@@ -0,0 +1,2611 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+
+[[package]]
+name = "addict"
+version = "2.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/85/ef/fd7649da8af11d93979831e8f1f8097e85e82d5bfeabc8c68b39175d8e75/addict-2.4.0.tar.gz", hash = "sha256:b3b2210e0e067a281f5646c8c5db92e99b7231ea8b0eb5f74dbdf9e259d4e494", size = 9186, upload-time = "2020-11-21T16:21:31.416Z" }
+wheels = [
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+]
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/8e/38aa427ed5402449e226975b649c5dc73ccadfefeb95e6aecb8f8ea4b6b6/annotated_doc-0.0.5.tar.gz", hash = "sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb", size = 10758, upload-time = "2026-07-28T13:50:58.129Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3e/30/e900b21425a860e195f32e37657aa1f7c7f2b1bfb26f03ca209b90933c06/annotated_doc-0.0.5-py3-none-any.whl", hash = "sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101", size = 5302, upload-time = "2026-07-28T13:50:57.239Z" },
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5f/56/a8120250d128bed162cd73c76d45f6ef9991f3e068f62a8ee060afa3104a/annotated_types-0.8.0.tar.gz", hash = "sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7", size = 15893, upload-time = "2026-07-23T20:16:13.995Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/99/91/8acff4f5e50511b911bbccb72b8628a49c68ce14148cd9f6431094859a90/annotated_types-0.8.0-py3-none-any.whl", hash = "sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0", size = 13427, upload-time = "2026-07-23T20:16:12.938Z" },
+]
+
+[[package]]
+name = "anyio"
+version = "4.16.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "idna" },
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diff --git a/src/phonon-40m-es/.python-version b/src/phonon-40m-es/.python-version
new file mode 100644
index 0000000..6324d40
--- /dev/null
+++ b/src/phonon-40m-es/.python-version
@@ -0,0 +1 @@
+3.14
diff --git a/src/phonon-40m-es/README.md b/src/phonon-40m-es/README.md
new file mode 100644
index 0000000..4961be6
--- /dev/null
+++ b/src/phonon-40m-es/README.md
@@ -0,0 +1,14 @@
+# Phonon-40-es
+
+## About
+This model of Phonon-40-es calls huggingface as its a gated model, so you need access it and ask for permition to use it.  
+This is the link. ```https://huggingface.co/gradium/phonon-40m-es```
+*The safe tensor file (the x6lttij... file) is for the voice of manito. Phonon uses that to clone the voice and use it for audio and streaming.*
+
+## Setup
+
+```powershell
+uv sync
+.venv\Scripts\activate
+uv run python main.py
+```
diff --git a/src/phonon-40m-es/main.py b/src/phonon-40m-es/main.py
new file mode 100644
index 0000000..6504be2
--- /dev/null
+++ b/src/phonon-40m-es/main.py
@@ -0,0 +1,63 @@
+import os
+import time
+
+import numpy as np
+import ptts
+import soundfile as sf
+import sounddevice as sd
+from dotenv import load_dotenv
+
+
+load_dotenv("../../.env")
+
+archivo_voz = "tSIOyG1wY0Dmyzmr.ba7a5a45@300.safetensors"
+carpeta_salida = "../../outputs/phonon"
+texto = "¡Hola! Me llamo Manito y me encanta aprender contigo. ¿Jugamos un rato? Vamos a descubrir colores, formas y números juntos."
+
+if not os.environ.get("HF_TOKEN", "").strip():
+    raise SystemExit("Falta HF_TOKEN. Agrégalo a un archivo .env en la raiz.")
+
+os.makedirs(carpeta_salida, exist_ok=True)
+
+print("Cargando el modelo Phonon TTS...")
+tts = ptts.TTS(model="hf://gradium/phonon-40m-es", lang="es")
+tts.add_voice("Manito", str(archivo_voz))
+
+t0 = time.perf_counter()
+previo = t0
+primero = None
+muestras = 0
+en_escritura = 0.0
+partes = []
+registro = []
+
+with tts.stream(texto, voice="Manito") as chunks, sd.OutputStream(
+    samplerate=chunks.sample_rate,
+    channels=1,
+    dtype="float32",
+    latency="high",
+) as salida:
+    sr = chunks.sample_rate
+    for pcm in chunks:
+        llegada = time.perf_counter()
+        if primero is None:
+            primero = llegada - t0
+        datos = np.asarray(pcm, dtype=np.float32).reshape(-1, 1)
+        muestras += datos.size
+        registro.append((datos.size, llegada - previo))
+        partes.append(datos)
+        t1 = time.perf_counter()
+        salida.write(datos)
+        previo = time.perf_counter()
+        en_escritura += previo - t1
+    fin = time.perf_counter()
+
+total = fin - t0
+generacion = total - en_escritura
+duracion = muestras / sr
+
+sf.write(f"{carpeta_salida}/phonon.wav", np.concatenate(partes), sr)
+
+print(f"primer fragmento: {primero:.2f}s | generación: {generacion:.2f}s | total con reproducción: {total:.2f}s | audio: {duracion:.2f}s | RTF: {generacion / duracion:.2f}")
+print(f"chunks: {len(registro)}")
+print("Listo.")
\ No newline at end of file
diff --git a/src/phonon-40m-es/pyproject.toml b/src/phonon-40m-es/pyproject.toml
new file mode 100644
index 0000000..27d000a
--- /dev/null
+++ b/src/phonon-40m-es/pyproject.toml
@@ -0,0 +1,14 @@
+[project]
+name = "phonon-40m-es"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.14"
+dependencies = [
+    "huggingface-hub>=2.3.0",
+    "numpy>=2.5.4",
+    "ptts>=0.5.0",
+    "python-dotenv>=1.1.0",
+    "sounddevice>=0.5.6",
+    "soundfile>=0.14.0",
+]
diff --git a/src/phonon-40m-es/tSIOyG1wY0Dmyzmr.ba7a5a45@300.safetensors b/src/phonon-40m-es/tSIOyG1wY0Dmyzmr.ba7a5a45@300.safetensors
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diff --git a/src/pocket-tts/.python-version b/src/pocket-tts/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/src/pocket-tts/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/src/pocket-tts/README.md b/src/pocket-tts/README.md
new file mode 100644
index 0000000..d65dda3
--- /dev/null
+++ b/src/pocket-tts/README.md
@@ -0,0 +1,14 @@
+# Pocket-tts
+
+## About
+This model is documented to have 100M parameters.
+This model of Pocket-tts calls huggingface as its a gated model, so you need access it and ask for permition to use it.  
+This is the link. ```https://huggingface.co/kyutai/pocket-tts```
+
+## Setup
+
+```powershell
+uv sync
+.venv\Scripts\activate
+uv run python main.py
+```
diff --git a/src/pocket-tts/main.py b/src/pocket-tts/main.py
new file mode 100644
index 0000000..152a684
--- /dev/null
+++ b/src/pocket-tts/main.py
@@ -0,0 +1,61 @@
+import os
+import time
+
+import numpy as np
+import soundfile as sf
+import sounddevice as sd
+from dotenv import load_dotenv
+from pocket_tts import TTSModel, export_model_state
+
+
+load_dotenv("../../.env")
+
+archivo_voz = "../../assets/manito.wav"
+archivo_cache = "manito_es.safetensors"
+carpeta_salida = "../../outputs/pocket-tts"
+texto = "Hola, me llamo Manito y me encanta aprender contigo. ¿Jugamos un rato? Vamos a descubrir colores, formas y números juntos."
+
+os.makedirs(carpeta_salida, exist_ok=True)
+
+print("Cargando el modelo Pocket TTS...")
+tts = TTSModel.load_model(language="spanish", temp=1)
+sr = tts.sample_rate
+
+try:
+    voz = tts.get_state_for_audio_prompt(archivo_cache)
+except Exception:
+    voz = tts.get_state_for_audio_prompt(archivo_voz)
+    export_model_state(voz, archivo_cache)
+
+t0 = time.perf_counter()
+previo = t0
+primero = None
+muestras = 0
+en_escritura = 0.0
+partes = []
+registro = []
+
+with sd.OutputStream(samplerate=sr, channels=1, dtype="float32", latency="high") as salida:
+    for chunk in tts.generate_audio_stream(voz, texto):
+        llegada = time.perf_counter()
+        if primero is None:
+            primero = llegada - t0
+        datos = chunk.detach().cpu().numpy().astype(np.float32).reshape(-1, 1)
+        muestras += datos.size
+        registro.append((datos.size, llegada - previo))
+        partes.append(datos)
+        t1 = time.perf_counter()
+        salida.write(datos)
+        previo = time.perf_counter()
+        en_escritura += previo - t1
+    fin = time.perf_counter()
+
+total = fin - t0
+generacion = total - en_escritura
+duracion = muestras / sr
+
+sf.write(f"{carpeta_salida}/pocket_tts.wav", np.concatenate(partes), sr)
+
+print(f"primer fragmento: {primero:.2f}s | generación: {generacion:.2f}s | total con reproducción: {total:.2f}s | audio: {duracion:.2f}s | RTF: {generacion / duracion:.2f}")
+print(f"chunks: {len(chunks_total := registro)}")
+print("Listo.")
\ No newline at end of file
diff --git a/src/pocket-tts/manito_es.safetensors b/src/pocket-tts/manito_es.safetensors
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diff --git a/src/pocket-tts/pyproject.toml b/src/pocket-tts/pyproject.toml
new file mode 100644
index 0000000..a88e119
--- /dev/null
+++ b/src/pocket-tts/pyproject.toml
@@ -0,0 +1,12 @@
+[project]
+name = "pocket-tts-demo"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "dotenv>=0.9.9",
+    "pocket-tts>=4.0.1",
+    "sounddevice>=0.5.6",
+    "soundfile>=0.14.0",
+]
diff --git a/src/pocket-tts/uv.lock b/src/pocket-tts/uv.lock
new file mode 100644
index 0000000..ac1942e
--- /dev/null
+++ b/src/pocket-tts/uv.lock
@@ -0,0 +1,1589 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/8e/38aa427ed5402449e226975b649c5dc73ccadfefeb95e6aecb8f8ea4b6b6/annotated_doc-0.0.5.tar.gz", hash = "sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb", size = 10758, upload-time = "2026-07-28T13:50:58.129Z" }
+wheels = [
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+]
+
+[[package]]
+name = "annotated-types"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5f/56/a8120250d128bed162cd73c76d45f6ef9991f3e068f62a8ee060afa3104a/annotated_types-0.8.0.tar.gz", hash = "sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7", size = 15893, upload-time = "2026-07-23T20:16:13.995Z" }
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+]
+
+[[package]]
+name = "anyio"
+version = "4.16.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "idna" },
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diff --git a/src/qwen3-tts-6b/.python-version b/src/qwen3-tts-6b/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/src/qwen3-tts-6b/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/src/qwen3-tts-6b/README.md b/src/qwen3-tts-6b/README.md
new file mode 100644
index 0000000..18b1898
--- /dev/null
+++ b/src/qwen3-tts-6b/README.md
@@ -0,0 +1,5 @@
+```powershell
+uv sync
+.venv\Scripts\activate
+uv run python main.py
+```
diff --git a/src/qwen3-tts-6b/main.py b/src/qwen3-tts-6b/main.py
new file mode 100644
index 0000000..7422d59
--- /dev/null
+++ b/src/qwen3-tts-6b/main.py
@@ -0,0 +1,42 @@
+import time
+import numpy as np
+import soundfile as sf
+import sounddevice as sd
+import torch
+from qwen_tts import Qwen3TTSModel
+
+model = Qwen3TTSModel.from_pretrained(
+    "Qwen/Qwen3-TTS-12Hz-0.6B-Base",
+    device_map="cpu",
+    dtype=torch.float32,
+)
+
+prompt = model.create_voice_clone_prompt(
+    ref_audio="../../assets/manito.wav",
+    ref_text="¡Hola! Me llamo Manito y me encanta aprender contigo. ¿Jugamos un rato? Vamos a descubrir colores, formas y números juntos.",
+)
+
+texto = "¡Hola! Me llamo Manito y me encanta aprender contigo. ¿Jugamos un rato? Vamos a descubrir colores, formas y números juntos."
+t0 = time.time()
+primero = None
+chunks = []
+
+for chunk, sr in model.stream_generate_voice_clone(
+    text=texto,
+    language="Spanish",
+    voice_clone_prompt=prompt,
+    emit_every_frames=4,
+    decode_window_frames=80,
+    overlap_samples=0,
+):
+    if primero is None:
+        primero = time.time() - t0
+    chunks.append(np.asarray(chunk, dtype=np.float32))
+
+total = time.time() - t0
+audio = np.concatenate(chunks)
+dur = len(audio) / sr
+sf.write("../../outputs/qwen3-tts-6b/qwen_stream.wav", audio, sr)
+print(f"primer chunk {primero:.2f}s | total {total:.2f}s | audio {dur:.2f}s | RTF {total/dur:.2f} | chunks {len(chunks)}")
+sd.play(audio, sr)
+sd.wait()
\ No newline at end of file
diff --git a/src/qwen3-tts-6b/pyproject.toml b/src/qwen3-tts-6b/pyproject.toml
new file mode 100644
index 0000000..3727e54
--- /dev/null
+++ b/src/qwen3-tts-6b/pyproject.toml
@@ -0,0 +1,21 @@
+[project]
+name = "qwen3-tts-6b"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.12,<3.14"
+dependencies = [
+    "dotenv>=0.9.9",
+    "numpy>=2.5.4",
+    "qwen-tts",
+    "sounddevice>=0.5.6",
+    "soundfile>=0.14.0",
+    "sox>=1.5.0",
+    "torch>=2.5.1",
+    "torchaudio>=2.5.1",
+    "torchvision>=0.20.1",
+    "transformers==4.57.3",
+]
+
+[tool.uv.sources]
+qwen-tts = { git = "https://github.com/dffdeeq/Qwen3-TTS-streaming.git" }
diff --git a/src/qwen3-tts-6b/qwen_stream.wav b/src/qwen3-tts-6b/qwen_stream.wav
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diff --git a/src/xtts-v2/.python-version b/src/xtts-v2/.python-version
new file mode 100644
index 0000000..6324d40
--- /dev/null
+++ b/src/xtts-v2/.python-version
@@ -0,0 +1 @@
+3.14
diff --git a/src/xtts-v2/README.md b/src/xtts-v2/README.md
new file mode 100644
index 0000000..18b1898
--- /dev/null
+++ b/src/xtts-v2/README.md
@@ -0,0 +1,5 @@
+```powershell
+uv sync
+.venv\Scripts\activate
+uv run python main.py
+```
diff --git a/src/xtts-v2/main.py b/src/xtts-v2/main.py
new file mode 100644
index 0000000..4780b9f
--- /dev/null
+++ b/src/xtts-v2/main.py
@@ -0,0 +1,56 @@
+import os
+import time
+
+import numpy as np
+import soundfile as sf
+import sounddevice as sd
+import torch
+import torchaudio
+from TTS.api import TTS
+
+
+def _load(path, *args, **kwargs):
+    data, sr = sf.read(str(path), dtype="float32", always_2d=True)
+    return torch.from_numpy(data.T.copy()), sr
+
+
+torchaudio.load = _load
+
+voz = "../../assets/manito.wav"
+carpeta_salida = "../../outputs/xtts-v2"
+texto = "Hola, me llamo Manito y me encanta aprender contigo. ¿Jugamos un rato? Vamos a descubrir colores, formas y números juntos."
+sr = 24000
+
+os.makedirs(carpeta_salida, exist_ok=True)
+
+print("Cargando el modelo XTTS-v2...")
+tts = TTS("tts_models/multilingual/multi-dataset/xtts_v2")
+model = tts.synthesizer.tts_model
+gpt_cond_latent, speaker_embedding = model.get_conditioning_latents(audio_path=[voz])
+
+t0 = time.perf_counter()
+primero = None
+muestras = 0
+en_escritura = 0.0
+registro = []
+
+with sd.OutputStream(samplerate=sr, channels=1, dtype="float32", latency="high") as salida:
+    for chunk in model.inference_stream(texto, "es", gpt_cond_latent, speaker_embedding):
+        if primero is None:
+            primero = time.perf_counter() - t0
+        datos = chunk.cpu().numpy().astype(np.float32).reshape(-1, 1)
+        muestras += datos.size
+        registro.append(datos)
+        t1 = time.perf_counter()
+        salida.write(datos)
+        en_escritura += time.perf_counter() - t1
+    fin = time.perf_counter()
+
+total = fin - t0
+generacion = total - en_escritura
+duracion = muestras / sr
+
+sf.write(f"{carpeta_salida}/xtts.wav", np.concatenate(registro), sr)
+
+print(f"primer fragmento: {primero:.2f}s | generación: {generacion:.2f}s | total con reproducción: {total:.2f}s | audio: {duracion:.2f}s | RTF: {generacion / duracion:.2f} | chunks: {len(registro)}")
+print("Listo.")
\ No newline at end of file
diff --git a/src/xtts-v2/pyproject.toml b/src/xtts-v2/pyproject.toml
new file mode 100644
index 0000000..0fd79de
--- /dev/null
+++ b/src/xtts-v2/pyproject.toml
@@ -0,0 +1,15 @@
+[project]
+name = "xtts-v2"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.14"
+dependencies = [
+    "coqui-tts[codec]>=0.28.0",
+    "numpy>=2.2.6",
+    "sounddevice>=0.5.6",
+    "soundfile>=0.14.0",
+    "torch>=2.15.0",
+    "torchaudio>=2.11.1",
+    "transformers==4.57.1",
+]
diff --git a/src/xtts-v2/uv.lock b/src/xtts-v2/uv.lock
new file mode 100644
index 0000000..f3a62ec
--- /dev/null
+++ b/src/xtts-v2/uv.lock
@@ -0,0 +1,2418 @@
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