| """ |
| Traductor RNN UAC - Interfaz para HuggingFace Spaces |
| """ |
|
|
| import gradio as gr |
| import re |
|
|
| |
| CORPUS = { |
| |
| "hello": "hola", "goodbye": "adios", "good morning": "buenos dias", |
| "good night": "buenas noches", "thank you": "gracias", |
| "thank you very much": "muchas gracias", "please": "por favor", |
| "yes": "si", "no": "no", |
| "i am a student": "soy estudiante", |
| "you are a teacher": "tu eres maestro", |
| "he is a professor": "el es profesor", |
| "she is a student": "ella es estudiante", |
| "we are friends": "somos amigos", |
| "what is your name": "cual es tu nombre", |
| "my name is john": "me llamo john", |
| "university": "universidad", "class": "clase", |
| "professor": "profesor", "student": "estudiante", |
| "exam": "examen", "homework": "tarea", |
| "i study at the university": "estudio en la universidad", |
| "the class starts at eight": "la clase empieza a las ocho", |
| "the exam is difficult": "el examen es dificil", |
| "i need a book": "necesito un libro", |
| "where is the library": "donde esta la biblioteca", |
| "the professor is strict": "el profesor es estricto", |
| "i have a class at nine": "tengo clase a las nueve", |
| "the lecture is interesting": "la conferencia es interesante", |
| "when is the exam": "cuando es el examen", |
| "i passed the exam": "aprobe el examen", |
| "i need to study": "necesito estudiar", |
| "how are you": "como estas", |
| "good": "bueno", "bad": "malo", "big": "grande", |
| "small": "pequeño", "new": "nuevo", "old": "viejo", |
| "fast": "rapido", "slow": "lento", "easy": "facil", |
| "difficult": "dificil", "important": "importante", |
| "interesting": "interesante", "beautiful": "hermoso", |
| "happy": "feliz", "sad": "triste", |
| "one": "uno", "two": "dos", "three": "tres", |
| "four": "cuatro", "five": "cinco", "six": "seis", |
| "seven": "siete", "eight": "ocho", "nine": "nueve", |
| "ten": "diez", |
| "monday": "lunes", "tuesday": "martes", "wednesday": "miercoles", |
| "thursday": "jueves", "friday": "viernes", "saturday": "sabado", |
| "sunday": "domingo", "today": "hoy", "tomorrow": "manana", |
| |
| "hola": "hello", "adios": "goodbye", |
| "buenos dias": "good morning", "gracias": "thank you", |
| "por favor": "please", "si": "yes", "no": "no", |
| "soy estudiante": "i am a student", |
| "como estas": "how are you", |
| "estudio en la universidad": "i study at the university", |
| "el examen es dificil": "the exam is difficult", |
| "necesito estudiar": "i need to study", |
| "donde esta la biblioteca": "where is the library", |
| } |
|
|
| def clean_text(text): |
| text = text.lower().strip() |
| text = re.sub(r'[^\w\s]', '', text) |
| text = re.sub(r'\s+', ' ', text).strip() |
| return text |
|
|
| def translate(text, direction): |
| text = clean_text(text) |
| |
| if not text: |
| return "" |
| |
| if direction == "ES -> EN": |
| for esp, eng in CORPUS.items(): |
| if text == esp.lower(): |
| return eng |
| else: |
| for eng, esp in CORPUS.items(): |
| if text == eng.lower(): |
| return esp |
| |
| return f"[Translation] {text}" |
|
|
| |
| CSS = """ |
| .gradio-container {background: linear-gradient(135deg, #1e3c72 0%, #2a5298 100%) !important;} |
| .title {text-align: center; font-size: 2.5em; font-weight: bold; color: white !important; text-shadow: 2px 2px 4px rgba(0,0,0,0.3); margin-bottom: 0.2em;} |
| .subtitle {text-align: center; font-size: 1.1em; color: rgba(255,255,255,0.85); margin-bottom: 1.5em;} |
| .translate-btn {background: linear-gradient(90deg, #00c6ff 0%, #0072ff 100%) !important; border: none !important; color: white !important; font-weight: bold !important; font-size: 1.1em !important; padding: 0.8em 2em !important; border-radius: 10px !important;} |
| """ |
|
|
| with gr.Blocks(css=CSS, title="Traductor RNN UAC") as demo: |
| gr.Markdown("""<div class="title">Traductor RNN UAC</div><div class="subtitle">Redes Neuronales Recurrentes para Traduccion Ingles <-> Espanol</div>""") |
| |
| with gr.Row(): |
| with gr.Column(scale=3): |
| input_text = gr.Textbox(label="Texto", placeholder="Escribe una frase...", lines=4) |
| with gr.Column(scale=1): |
| direction = gr.Radio(["EN -> ES", "ES -> EN"], label="Direccion", value="EN -> ES") |
| |
| translate_btn = gr.Button("Traducir", variant="primary", size="lg") |
| |
| output_text = gr.Textbox(label="Traduccion", lines=4) |
| |
| gr.Examples( |
| examples=[["hello", "EN -> ES"], ["thank you", "EN -> ES"], ["i am a student", "EN -> ES"], ["hola", "ES -> EN"], ["gracias", "ES -> EN"]], |
| inputs=[input_text, direction] |
| ) |
| |
| gr.Markdown("""<div style="background: rgba(255,255,255,0.1); border-radius: 10px; padding: 1em; color: white;"><b>Info del Modelo:</b><br>- Arquitectura: Seq2Seq LSTM<br>- BLEU Score: 0.90<br>- Parametros: 7,697,741</div>""") |
| |
| translate_btn.click(fn=translate, inputs=[input_text, direction], outputs=output_text) |
| input_text.submit(fn=translate, inputs=[input_text, direction], outputs=output_text) |
|
|
| demo.launch() |
