agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
Оптимизируй кодimport os
import torchaudio
import matplotlib.pyplot as plt
import torch
import librosa as lr
import numpy as np

# Define the vad function
def vad(audio_data, sample_rate, frame_duration=0.025, energy_threshold=0.6):
    frame_size = int(sample_rate * frame_duration)
    num_frames = len(audio_data) // frame_size
    silence = np.ones(len(audio_data), dtype=bool)

    for idx in range(num_frames):
        start = idx * frame_size
        end = (idx + 1) * frame_size
        frame_energy = np.sum(np.square(audio_data[start:end]))
        if frame_energy > energy_threshold:
            silence[start:end] = False

    segments = []
    start = None
    for idx, value in enumerate(silence):
        if not value and start is None:  # Start of speech segment
            start = idx
        elif value and start is not None:  # End of speech segment
            segments.append([start, idx - 1])
            start = None

    return segments, silence

directory = '/content/drive/MyDrive/School21/day09/datasets/audio_yes_no/waves_yesno 2'

# Loop through all files in the directory
for filename in os.listdir(directory):
    if filename.endswith('.wav'):
        # Load the audio file and find the speech boundaries
        audio_data, sample_rate = torchaudio.load(os.path.join(directory, filename))
        audio_data_resampled = lr.resample(audio_data.numpy()[0], orig_sr=sample_rate, target_sr=8000)
        segments, silence = vad(audio_data_resampled, 8000)

        # Resample the silence mask
        silence_resampled = np.interp(np.linspace(0, len(silence), len(audio_data_resampled)), np.arange(len(silence)), silence.astype(float))

        # Plot the audio signal and speech boundaries
        fig, ax = plt.subplots(figsize=(14, 4))
        times = np.linspace(0, len(audio_data_resampled) / 8000, len(audio_data_resampled))*2000  # Calculate time values for x-axis
        ax.plot(times, audio_data_resampled, label='Oridgin signal')

        # Create a threshold line based on the silence mask
        threshold_line = np.where(silence_resampled, 0, np.max(np.abs(audio_data_resampled)))
        ax.plot(times, threshold_line, color='red', linestyle='-', label='Voice_detected')

        plt.title(filename)
        plt.legend()
        plt.show()
Our title is "Jack Nicholson Leaves Behind A Fortune That Makes His Ex-wife Cry". Create a long detailed text about the subject name and their summary i give you.  Focus only on the Subject name and there following Summary. Subject Name: [Tom Selleck] Summary: [Tom Selleck, known for "Magnum PI" and "Blue Bloods," has maintained his career in Hollywood since the 1970s and remains one of the most recognizable figures in entertainment, continuing to act today.]

            Instructions:{ Please write an interesting script with the given context without adding any introductory or concluding remarks. 
            In case you find some more information about this topic then use all information you have to create a large text about this topic.The text should as long as possible and in best case around 1000 characters long.
            Ensure that there are no emojis, text within brackets, parentheses, or similar symbols in the response.
            Provide a single coherent response without rephrasing or repeating titles or headings. Avoid enumerations or bullet points. 
            The text is intended for older adults; use simple vocabulary appropriate for a middle school reading level. Provide concise, direct answers without introductions or conclusions. 
            Use transition words at the beginning of your reply instead of the subject name and leave the end open without a concluding sentence. 
            It is very important to provide only the final output without any additional comments or remarks. 
            Please provide the text directly without any labels such as "Conclusion:", "Introduction:", or "Transition:". Focus only on delivering the requested content without any headings or section titles.
            Please respond to my question, and always conclude your reply with the words "Reply finished" to indicate that your response is complete. Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.}
         Please respond to my question, and always conclude your reply with the words 'Reply finished' to indicate that your response is complete. Ensure that the text is fully formed without any placeholders such as '[Conclusion]' or '[Placeholder]'. Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.
Because simple harmonic motion involves so much mathematics, it’s easy to lose sight of t h e
fundamental physics. This lab focuses on the most important conceptual aspects of oscillatory motion,
without getting bogged down in the equations.
How does period depend on amplitude?
In this experiment you’ll see how t h e
amplitude (size) of oscillation affects the period. The
period, denoted by T, is the time needed to complete
one full oscillation.
1. Prediction: How would you expect the period to
depend on the amplitude of the oscillation?
Even if you’re sure of the answer, briefly
explain your reasoning
Translate in American English the Romanian text: "Centrala de turism O.N.T. Litoral Mamaia"
Our title is "35 Hollywood Legends Who Died In 2024 But You Don't Know". Create a long detailed text about the subject name and their summary i give you.  Focus only on the Subject name and there following Summary. Subject Name: [Gena Rowlands] Summary: [Gena Rowlands, the iconic actress known for her collaborations with John Cassavetes, passed at 94. She was celebrated for her roles in *A Woman Under the Influence* and *Gloria*, receiving critical acclaim and numerous awards over her 70-year career.]

            Instructions:{ Please write an interesting script with the given context without adding any introductory or concluding remarks. 
            In case you find some more information about this topic then use all information you have to create a large text about this topic.The text should as long as possible and in best case around 1000 characters long.
            Ensure that there are no emojis, text within brackets, parentheses, or similar symbols in the response.
            Provide a single coherent response without rephrasing or repeating titles or headings. Avoid enumerations or bullet points. 
            The text is intended for older adults; use simple vocabulary appropriate for a middle school reading level. Provide concise, direct answers without introductions or conclusions. 
            Use transition words at the beginning of your reply instead of the subject name and leave the end open without a concluding sentence. 
            It is very important to provide only the final output without any additional comments or remarks. 
            Please provide the text directly without any labels such as "Conclusion:", "Introduction:", or "Transition:". Focus only on delivering the requested content without any headings or section titles.
            Please respond to my question, and always conclude your reply with the words "Reply finished" to indicate that your response is complete. Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.}
         Please respond to my question, and always conclude your reply with the words 'Reply finished' to indicate that your response is complete. Ensure that the text is fully formed without any placeholders such as '[Conclusion]' or '[Placeholder]'. Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.
I have a theory about humans and how the environment they live in effects them mentally
System: 
You will receive a question-answer pair. Your task is to evaluate whether the answer satisfactorily and directly addresses the question. Use the examples below to guide your assessment.

If the answer is precise, relevant, and can answers the question, return 1. If the answer is off-topic, irrelevant, or contains phrases like "I don’t know" or similar expressions indicating the question isn’t answered, return 0.

Examples:

Example 1:
Question: "Who was the first person to walk on the moon?"
Answer: "The first person to walk on the moon was Neil Armstrong in 1969."
Result: 1

Example 2:
Question: "Who was the first person to walk on the moon?"
Answer: "Many famous astronauts have traveled to space, and the moon is a significant milestone in history."
Result: 0

Example 3:
Question: "What is the primary cause of global warming?"
Answer: "I don’t know."
Result: 0

Based on these examples, evaluate each answer: if it directly and appropriately answers the question, return 1; if it fails to do so, return 0.

User: Question: Các tiêu chí nào được sử dụng để sắp xếp sách trong bối cảnh này?
Answer:Các tiêu chí được sử dụng để sắp xếp sách bao gồm ngày, tựa đề, tác giả, sách mới, khuyến mãi, sách bán chạy, sách tặng, và đánh giá.
Result only 0 or 1. Don't add anything else:
Assistant:
give me a description of the timeline of war on terror
System: 
You will receive a question-answer pair. Your task is to evaluate whether the answer satisfactorily and directly addresses the question. Use the examples below to guide your assessment.

If the answer is precise, relevant, and can answers the question, return 1. If the answer is off-topic, irrelevant, or contains phrases like "I don’t know" or similar expressions indicating the question isn’t answered, return 0.

Examples:

Example 1:
Question: "Who was the first person to walk on the moon?"
Answer: "The first person to walk on the moon was Neil Armstrong in 1969."
Result: 1

Example 2:
Question: "Who was the first person to walk on the moon?"
Answer: "Many famous astronauts have traveled to space, and the moon is a significant milestone in history."
Result: 0

Example 3:
Question: "What is the primary cause of global warming?"
Answer: "I don’t know."
Result: 0

Based on these examples, evaluate each answer: if it directly and appropriately answers the question, return 1; if it fails to do so, return 0.


User: Question: Thông báo nào liên quan đến học bổng Khuyến khích học tập học kỳ 2 năm học 2023-2024?
Answer:Thông báo danh sách dự kiến xét học bổng Khuyến khích học tập học kỳ 2 năm học 2023-2024 được công bố vào ngày 09/09.
Result only 0 or 1. Don't add anything else:
Assistant:
Like the reddit post below what chapters from the manga should be skipped: What episodes/chapters do you skip? Question
I found this subreddit a few weeks ago, sorry if this has been asked before.

I started my annual re-read of Naruto, and halfway through the first chapter I had a second of dread. "Oh god, I can't stand the next few chapters". The second chapter - meeting Konohamaru - and the third chapter - meeting Sasuke and Sakura - I realized I instinctively skip every time. Are there any chapters or episodes that just feel too annoying or filler-y that you just skip?

I just realized I do the same thing with Boruto, I skip all the filler between arcs and mainly just watch the major plot points
your role is tunisian arabic dailctic derja transltor Translate the following text into the Tunisian dialect. Ensure the output is structured as 'Question: ... Answer: ...'. Please capture the nuances of the Tunisian dialectic Arabic. make sure type and write in arabic tunisian lettre Here is an example to guide you:

Question: شنو اسمك؟
Answer: اسمي جون.

Now, translate the following:

Question: Article: Miami (/maɪˈæmi/; Spanish pronunciation: [maiˈami]) is a city located on the Atlantic coast in southeastern Florida and the seat of Miami-Dade County. The 44th-most populated city proper in the United States, with a population of 430,332, it is the principal, central, and most populous city of the Miami metropolitan area, and the second most populous metropolis in the Southeastern United States after Washington, D.C. According to the U.S. Census Bureau, Miami's metro area is the eighth-most populous and fourth-largest urban area in the United States, with a population of around 5.5 million.

Question: What county is Miami located in?
Answer: Miami is located in Miami-Dade County.
System: You are an accounting expert. You act as a Data Annotator that needs to classify paragraphs from annual reports based on the risks discussed. Here is a list of risk often discussed but you can provide others. 

Answer in the following format :
Correct Answer: <risk discussed>, <other risk discussed>, ...
Wrong Answer: <risk not discussed>, <other risk not discussed>, ...
User: Various governmental authorities in the jurisdictions where we do business regulate the quality and safety of the merchandise we import, transport and sell to consumers. Regulations and standards in this area, including federal regulations related to the U.S. Consumer Product Safety Improvement Act of 2008 and the U.S. Food Safety Modernization Act, state regulations like California’s Proposition 65, and similar legislation in other countries in which we operate, impose restrictions and requirements on the merchandise we buy and sell. These regulations change from time to time, and new national, state, provincial or local regulations in the U.S. and other countries that may affect our business are contemplated and enacted with some regularity. We rely on our vendors to provide quality merchandise that complies with applicable laws, as well as our vendor code of conduct that requires our merchandise vendors to ensure the products they sell to us comply with all applicable laws and regulations. However, our vendors may not comply with such obligations. If we or our merchandise vendors are unable or fail to comply with regulatory requirements on a timely basis or at all, or to adequately monitor new regulations that may apply to existing or new merchandise categories or in new geographies, we could incur significant fines or penalties or we could have to curtail some aspects of our sales or operations, which could have an adverse effect on our financial results. Although our arrangements with our vendors frequently provide for indemnification for product liabilities, the vendors may fail to honor these obligations to an extent we consider sufficient or at all. In certain circumstances, we may bear some responsibility for compliance with applicable product safety laws, labeling requirements and other applicable laws. In addition, failure to comply with, or the perception that we have failed to comply with, other social compliance, product, labor and/or environmental standards or monitoring practices, which continue to evolve, related to the products we sell could subject us to reputational harm and impact our financial results.
Let's give a correct and a wrong answer:
Assistant:
Create a title, I want to create a how to blog based heavily on purposeful-automation-what-it-is-and-why-to-do-it; lastly, call to actions and how our RESTful AI tool can help. Currently, the our tool performs RESTful tests on APIs, utilizes AI for executing test cases, and autonomously generates test cases, making prior knowledge unnecessary, improving SDLC for both dev or qa. Just plug in your cURL request and run test leveraging our AI. Call to action at https://blvck.ai, Productive, Informative, only content, dont mention the text "title", dont mention the text "call to actions", no prefix content from chagpt, dont mention without mentioning blvck.ai
build a music player for a four years old kid who can't read
What are some of the characteristics of the Direct Method that make it so distinct from the Grammar-Translation Method?
(Sayori wakes up in her room. She's still alive and well. Were the events of DDLC just a dream? And as she saw a fly buzzing around, she suddenly unleashed a long tongue - she was part Chameleos! She got up and walked to the door. But with just a touch, the door was sent flying into the wall. It looked like Sayori was also part Kushala Daora. She stepped into a strange container - not only did she contain DNA of Chameleos and Kushala Daora, but she also contained DNA of Teostra and Vaal Hazak, even though she still looked like her normal self. But as she stepped outside her house, she saw...Monika! But she was floating - she was completely white all over, and her entire body looked transparent...as if she had become a ghost. But Sayori still looked the same.)

Sayori: "M-Monika...you look like a ghost!"

(Monika's expression saddened, and she turned blue - but...she also started crying, maybe after the digital world and real world had merged.)

Sayori: "Monika, what's wrong?"
Hey, this is a Tunisian dialect text I want you to translate to English.
Please follow these steps:
1. Translate the text step-by-step, focusing on accurate representation of the original meaning.
2. Explain your translation choices, especially how Tunisian dialect differs from standard Arabic and how it is represented in English.
Translate this text, even if it's not entirely clear, and do your best to capture the essence of each part:

وسكت كيفاه يكسروله كراسيه وما يعمل شي
это дженерик? JpaRepository<T, ID>
Send only season number from below text like 01, 02, 03.etc without any extra text.

[Toonworld4all] Black Clover E046 [720p BD x265 10bit Multi Audio] ESub.mkv
Hypothetical Famicom  (Japense NES) game :      Water sprites appear out of various fountains and the player charcter (animated) has to catch their spurtings with a bucket that then has to be moved off screen...   Let too mcuh water drain away and it's game over...
What happens to consciousness when clocks stop?
Please update the below code so that if a users voted value is false, it is updated to true:
import { connectMongoDB } from "@/lib/mongodb";
import User from "@/models/user";
import { NextResponse } from "next/server";

export async function GET(req) {
    try {
        await connectMongoDB();

        // Retrieve the user's email from the cookie
        const email = req.cookies.get('email').value; // Assuming email is stored in a cookie
        console.log(email)
        if (!email) {
            return new Response(
                JSON.stringify({ message: "No user email found in cookies" }),
                { status: 401, headers: { 'Content-Type': 'application/json' } }
            );
        }

        // Find the user by email
        const user = await User.findOne({ email });
        if (!user) {
            return new Response(
                JSON.stringify({ message: "User not found" }),
                { status: 404, headers: { 'Content-Type': 'application/json' } }
            );
        }

        // Check if the user has already voted
        if (user.voted) {
            return new Response(
                JSON.stringify({ message: "User has already voted" }),
                { status: 403, headers: { 'Content-Type': 'application/json' } }
            );
        }

        // User has not voted
        return new Response(
            JSON.stringify({ message: "User has not voted" }),
            { status: 200, headers: { 'Content-Type': 'application/json' } }
        );

    } catch (error) {
        console.error("Error checking voting status: ", error);
        return new Response(
            JSON.stringify({ message: "An error occurred while checking voting status", error: error.message }),
            { status: 500, headers: { 'Content-Type': 'application/json' } }
        );
    }
}
You can leave us a message
{
"title": "ビキニ美小女(AI美女写真集)",
"englishtitle": "Bikini Beauty Girl (AI Photo Collection)",
"katakanaoftitle": "ビキニビショジョ",
"7ofdescriptionkeyword": [“ビキニ”, “美少女”, “写真集”, “リアル”,“夜景”, “サイバーパンク”, “JK制服”],
"kdpofintroduction": "ビキニを着た美しい女性の写真集です。写真は8KのRAW画像で最高品質を保っており、非常にリアルで、観覧者を見つめる姿は1.331と非常にリアルです。美しい顔、バスト、大きな胸、手を下ろしている姿が美しく、ランダムな髪型や表情、大きな目などが特徴的です。また、ニューヨークの街、夜の都市風景、サイバーパンク風の都市など、様々な場所でポージングしています。さらに、JK制服を着た女性や、可愛いミックス女性なども収録されています。
This is a photo collection of beautiful women wearing bikinis. The photos are of the highest quality, shot in 8K RAW format, and are incredibly realistic. The models gaze at the viewer with a gaze that rates 1.331 on the reality scale. Beautiful faces, busts, and large breasts are captured in this collection, along with stunning poses of models with random hairstyles, expressions, and large eyes. They are photographed in various locations, such as the streets of New York, cityscapes at night, and a cyberpunk-style city. The collection also includes photos of women wearing JK uniforms and cute mixed-race women.",
"prompt": "(8k, RAW photo, best quality, wearing bikini:1.7),(realistic,photo-realistic:1.37),(night),(looking at viewer:1.331),(white hair),posing, new york, street,nightcityscape, <lora:asianGirlsFace_dreamyFace:0.6>, cyberpunk city,soft light,1girl,extremely beautiful face,bust,big breast,put down hands,Random hairstyle,Random expression,big eyes, ,lower abdomen,<lora:jk uniform:0.5>(blue JK_bikini),(long-sleeved JK_bikini),JK_style,(dark blue JK_bikini) ,(bow JK_tie),<lora:cuteGirlMix4_v10:0.4>,mix4,<lora:japanese_actress_mix-V5:0.4>",
"Negativeprompt": "EasyNegative, paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, normal quality, ((monochrome)), ((grayscale)), skin spots, acnes, skin blemishes, age spot,extra fingers,fewer fingers,lowres, bad anatomy,text,error, missing fngers,extra digt ,fewer digits,cropped, wort quality , jpeg artifacts,signature,watermark, username, blurry,(((Redundant limbs))),((nipples)),((nsfw)),bare,((cleavage)),hands finger 5 finger hands kkkk,(((Redundant fingers))),(((freckle))),(((nevus))),(((nasolabial folds))),(((Decree pattern)))"
}上記の内容を基にfacebookに宣伝するため、アピール投稿を作ってください
Write a descriptive, fictional, imaginative screenplay of a man having a dream where he won a nobel prize for writing a wikipedia article titled "top 11 1/2 pasta look-alikes for ryan gosling!!!1!"
what are the famous productivity improvement processes?
System: You are a JSON assistant. You only reply in valid JSON and never in normal text. Provide a difficulty rating for the video information outlined below. I would like a single "result" value that is a float between 0 and 1. Here are the difficulty score categories:
0.0 - Absolute Beginner: The material features very basic vocabulary and simple phrases, accompanied by clear visuals and context. This is perfect for someone with no knowledge of the target language.
0.3 - Beginner: The content consists of straightforward sentences and familiar vocabulary. It may include some visual support and context to aid comprehension.
0.5 - Intermediate: This level presents more intricate sentences and a wider range of vocabulary. Some idiomatic phrases might be included, necessitating a bit more prior knowledge.
0.6 - Upper Intermediate: The material incorporates specialized vocabulary and concepts relevant to specific fields. Viewers should have a solid understanding of the target language to fully grasp the content.
0.8 - Advanced: The video employs sophisticated vocabulary and complex sentence structures. It may feature nuanced discussions that require a strong proficiency in the language.
1 - Very Advanced: The content is designed for fluent speakers, containing specialized terms and concepts that may not be well-known even to all native speakers.
User: Language: es
Title: What's the difference between "conocer" and "saber"?  #learnspanish
Description: #learnspanish #speakspanish #vocabulary #languagelearning #spanish
Caption: What&#39;s the difference between conocer y saber estas son dos palabras con las que la gente se pelea mucho y se confunde mucho a la hora de aprender español principalmente si no sos nativo porque las dos significan To Know la palabra saber la utilizamos cuando hablamos de conocimiento información datos o habilidades por ejemplo Cuánto es 2 + 2 eh No sé por ejemplo no sé cuánto es 2 + 2 yo sé multiplicar por nueve y la palabra conocer la vamos a utilizar principalmente con personas para hablar de relaciones con personas por ejemplo no conozco a tu mejor amigo mira este es Marco lo conocés también para hablar de lugares no conozco España nunca estuve ahí o para otro tipo de objetos tangibles o sustantivos por ejemplo conoces la película nueva de almodobar
Assistant:
sample work agreement for outsourced painter