From 73c0cfb7db5882647030d48a80dbb1c023d0d294 Mon Sep 17 00:00:00 2001 From: CSE481 Project Group Date: Mon, 8 Jun 2026 17:34:34 +0100 Subject: [PATCH 01/22] Switched to using Oracle Cloud again --- raspberry-pi/config.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/raspberry-pi/config.toml b/raspberry-pi/config.toml index 2df2369..7216581 100644 --- a/raspberry-pi/config.toml +++ b/raspberry-pi/config.toml @@ -8,4 +8,4 @@ MODEL_ARCH = 2 #tiny streaming # [intent]); the Pi just streams transcript lines. [remote] -url = "ws://localhost:8765/cse481/ws/pi" \ No newline at end of file +url = "wss://api.magnusfulton.com/cse481/ws/pi" From 3057f7f7c2d6e4b34e4e33abbdbcc298059eaa77 Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Mon, 8 Jun 2026 09:39:16 -0700 Subject: [PATCH 02/22] Updated the raspberry pi config --- raspberry-pi/config.toml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/raspberry-pi/config.toml b/raspberry-pi/config.toml index 7216581..2a78b1b 100644 --- a/raspberry-pi/config.toml +++ b/raspberry-pi/config.toml @@ -1,4 +1,6 @@ [audio] +# The native rate of the microphone +MIC_RATE = 48000 # How many samples per second to collect SAMPLE_RATE = 16000 MODEL_PATH = "cache/moonshine/tiny-streaming" From fb9a289adbcfd5ee337d1887b5cbc4e75695050c Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Mon, 8 Jun 2026 09:41:59 -0700 Subject: [PATCH 03/22] feat: switch to local mic capture using sounddevice Co-authored-by: aider (openai/gpt-5-mini-2025-08-07) --- raspberry-pi/main.py | 102 +++++++++++++++++++------------------------ 1 file changed, 44 insertions(+), 58 deletions(-) diff --git a/raspberry-pi/main.py b/raspberry-pi/main.py index 268f764..43da3f7 100644 --- a/raspberry-pi/main.py +++ b/raspberry-pi/main.py @@ -1,9 +1,9 @@ import tomllib import time import asyncio -import websockets import json import numpy as np +import sounddevice as sd from moonshine_voice import Transcriber, TranscriptEventListener, ModelArch from typing import Union, Awaitable, Callable @@ -50,64 +50,50 @@ async def worker(): with open("config.toml", "rb") as t: conf = tomllib.load(t) - print(f"[worker] connecting to {conf['remote']['url']}") - async with asyncio.TaskGroup() as tg, \ - websockets.connect( - conf["remote"]["url"], - max_size=None, - ping_interval=20) as ws: - - print("[worker] websocket connected") - - async def send_transcript(text): - try: - print(f"[worker] send_transcript: sending transcript={text!r}") - await ws.send(json.dumps({ - "type": "transcript", - "data": text - })) - print("[worker] send_transcript: send completed") - except websockets.exceptions.ConnectionClosedOK: - # remote closed cleanly; ignore this send - print( - "[worker] send_transcript: ConnectionClosedOK while sending; ignoring") - return - except Exception as exc: - # connection closed or other send error; ignore so pipeline can continue/shutdown gracefully - print(f"[worker] send_transcript: send failed: {exc}") - return + print("[worker] starting local microphone capture") + + async def print_transcript(text): + print(f"[worker] transcript: {text!r}") + + audio_pipeline = AudioPipeline(conf["audio"], print_transcript) - # The cloud now handles intent detection, so the Pi just streams each - # completed transcript line as the model produces it. - audio_pipeline = AudioPipeline(conf["audio"], send_transcript) - - try: - print("[worker] sending register_pi") - await ws.send(json.dumps({"type": "register_pi"})) - print("[worker] register_pi sent") - except websockets.exceptions.ConnectionClosedOK: - print("[worker] connection closed during register; exiting") - return - except Exception as e: - print("[worker] failed to send register:", e) - return - - print("[worker] created audio_pipeline") - - print("Started!") - - async for msg in ws: - if isinstance(msg, (bytes, bytearray)): - samples_i16 = np.frombuffer(msg, dtype=np.int16) - samples_f32 = samples_i16.astype(np.float32) / 32768.0 - audio_pipeline.submit_audio_sample(samples_f32) - else: - try: - data = json.loads(msg) - print(f"[worker] text frame: {data}") - except Exception as e: - print(f"[worker] non-json frame: {msg!r} error={e}") + mic_rate = conf["audio"]["MIC_RATE"] + sample_rate = conf["audio"]["SAMPLE_RATE"] + channels = conf["audio"].get("CHANNELS", 1) + + def audio_callback(indata, frames, time_info, status): + if status: + print(f"[audio] status: {status}") + samples = indata + if samples.ndim > 1: + samples = samples.mean(axis=1) + + # simple resampling when mic rate differs from model SAMPLE_RATE + if mic_rate != sample_rate: + old_len = samples.shape[0] + duration = old_len / mic_rate + new_len = int(round(duration * sample_rate)) + if new_len <= 0: + return + t_old = np.linspace(0, duration, num=old_len, endpoint=False) + t_new = np.linspace(0, duration, num=new_len, endpoint=False) + samples = np.interp(t_new, t_old, samples).astype(np.float32) + else: + samples = samples.astype(np.float32) + + audio_pipeline.submit_audio_sample(samples) + + print(f"[worker] opening InputStream mic_rate={mic_rate} sample_rate={sample_rate}") + try: + with sd.InputStream(samplerate=mic_rate, channels=channels, callback=audio_callback): + print("Started! Press Ctrl-C to stop.") + while True: + await asyncio.sleep(1) + except KeyboardInterrupt: + print("Interrupted, exiting") + except Exception as e: + print(f"[worker] audio stream error: {e}") if __name__ == "__main__": - asyncio.run(worker()) \ No newline at end of file + asyncio.run(worker()) From 788f75bb91cd333ead87fe967074062d28933f0b Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Mon, 8 Jun 2026 09:46:40 -0700 Subject: [PATCH 04/22] refactor: implement asyncio queue-based audio processing for low latency Co-authored-by: aider (openai/gpt-5-mini-2025-08-07) --- raspberry-pi/main.py | 66 ++++++++++++++++++++++++++++++++++---------- 1 file changed, 51 insertions(+), 15 deletions(-) diff --git a/raspberry-pi/main.py b/raspberry-pi/main.py index 43da3f7..6bcbe71 100644 --- a/raspberry-pi/main.py +++ b/raspberry-pi/main.py @@ -55,37 +55,70 @@ async def worker(): async def print_transcript(text): print(f"[worker] transcript: {text!r}") + # Use a small asyncio.Queue to pass frames out of the real-time audio callback + # into an asyncio consumer that does any expensive work (resampling / model I/O). + # This keeps the sounddevice callback fast and reduces input overflow. audio_pipeline = AudioPipeline(conf["audio"], print_transcript) mic_rate = conf["audio"]["MIC_RATE"] sample_rate = conf["audio"]["SAMPLE_RATE"] channels = conf["audio"].get("CHANNELS", 1) + loop = asyncio.get_event_loop() + audio_queue: asyncio.Queue = asyncio.Queue(maxsize=64) + + # The callback must be as short as possible. We copy the incoming buffer + # and push it into the asyncio.Queue from the audio thread. def audio_callback(indata, frames, time_info, status): if status: print(f"[audio] status: {status}") samples = indata + # collapse channels in the callback (cheap) if samples.ndim > 1: samples = samples.mean(axis=1) - - # simple resampling when mic rate differs from model SAMPLE_RATE - if mic_rate != sample_rate: - old_len = samples.shape[0] - duration = old_len / mic_rate - new_len = int(round(duration * sample_rate)) - if new_len <= 0: - return - t_old = np.linspace(0, duration, num=old_len, endpoint=False) - t_new = np.linspace(0, duration, num=new_len, endpoint=False) - samples = np.interp(t_new, t_old, samples).astype(np.float32) - else: + # ensure float32 to avoid dtype conversions later + if samples.dtype != np.float32: samples = samples.astype(np.float32) - audio_pipeline.submit_audio_sample(samples) + # enqueue a copy; drop frame if the queue is full to avoid blocking + try: + loop.call_soon_threadsafe(audio_queue.put_nowait, samples.copy()) + except Exception: + # QueueFull or other scheduling error; drop frame + print("[audio] queue full: dropping frame") - print(f"[worker] opening InputStream mic_rate={mic_rate} sample_rate={sample_rate}") + async def audio_consumer(): + # Consumer runs in the asyncio loop and does resampling + submits to model. + try: + while True: + samples = await audio_queue.get() + try: + # simple resampling when mic rate differs from model SAMPLE_RATE + if mic_rate != sample_rate: + old_len = samples.shape[0] + duration = old_len / mic_rate + new_len = int(round(duration * sample_rate)) + if new_len <= 0: + continue + t_old = np.linspace(0, duration, num=old_len, endpoint=False) + t_new = np.linspace(0, duration, num=new_len, endpoint=False) + samples = np.interp(t_new, t_old, samples).astype(np.float32) + # send to the pipeline (this may do I/O / inference) + audio_pipeline.submit_audio_sample(samples) + finally: + audio_queue.task_done() + except asyncio.CancelledError: + # gracefully exit on cancellation + return + + # Choose a small blocksize to keep latency low (e.g. ~10ms) + blocksize = max(256, int(mic_rate / 100)) + + print(f"[worker] opening InputStream mic_rate={mic_rate} sample_rate={sample_rate} blocksize={blocksize}") + consumer_task = asyncio.create_task(audio_consumer()) try: - with sd.InputStream(samplerate=mic_rate, channels=channels, callback=audio_callback): + # request low latency and float32 frames; keep callback minimal + with sd.InputStream(samplerate=mic_rate, channels=channels, callback=audio_callback, dtype="float32", blocksize=blocksize, latency="low"): print("Started! Press Ctrl-C to stop.") while True: await asyncio.sleep(1) @@ -93,6 +126,9 @@ def audio_callback(indata, frames, time_info, status): print("Interrupted, exiting") except Exception as e: print(f"[worker] audio stream error: {e}") + finally: + consumer_task.cancel() + await asyncio.gather(consumer_task, return_exceptions=True) if __name__ == "__main__": From 11b05655eed23497f2039125120b4c3190d6a09b Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Mon, 8 Jun 2026 09:48:13 -0700 Subject: [PATCH 05/22] Revert "refactor: implement asyncio queue-based audio processing for low latency" This reverts commit 788f75bb91cd333ead87fe967074062d28933f0b. --- raspberry-pi/main.py | 66 ++++++++++---------------------------------- 1 file changed, 15 insertions(+), 51 deletions(-) diff --git a/raspberry-pi/main.py b/raspberry-pi/main.py index 6bcbe71..43da3f7 100644 --- a/raspberry-pi/main.py +++ b/raspberry-pi/main.py @@ -55,70 +55,37 @@ async def worker(): async def print_transcript(text): print(f"[worker] transcript: {text!r}") - # Use a small asyncio.Queue to pass frames out of the real-time audio callback - # into an asyncio consumer that does any expensive work (resampling / model I/O). - # This keeps the sounddevice callback fast and reduces input overflow. audio_pipeline = AudioPipeline(conf["audio"], print_transcript) mic_rate = conf["audio"]["MIC_RATE"] sample_rate = conf["audio"]["SAMPLE_RATE"] channels = conf["audio"].get("CHANNELS", 1) - loop = asyncio.get_event_loop() - audio_queue: asyncio.Queue = asyncio.Queue(maxsize=64) - - # The callback must be as short as possible. We copy the incoming buffer - # and push it into the asyncio.Queue from the audio thread. def audio_callback(indata, frames, time_info, status): if status: print(f"[audio] status: {status}") samples = indata - # collapse channels in the callback (cheap) if samples.ndim > 1: samples = samples.mean(axis=1) - # ensure float32 to avoid dtype conversions later - if samples.dtype != np.float32: + + # simple resampling when mic rate differs from model SAMPLE_RATE + if mic_rate != sample_rate: + old_len = samples.shape[0] + duration = old_len / mic_rate + new_len = int(round(duration * sample_rate)) + if new_len <= 0: + return + t_old = np.linspace(0, duration, num=old_len, endpoint=False) + t_new = np.linspace(0, duration, num=new_len, endpoint=False) + samples = np.interp(t_new, t_old, samples).astype(np.float32) + else: samples = samples.astype(np.float32) - # enqueue a copy; drop frame if the queue is full to avoid blocking - try: - loop.call_soon_threadsafe(audio_queue.put_nowait, samples.copy()) - except Exception: - # QueueFull or other scheduling error; drop frame - print("[audio] queue full: dropping frame") + audio_pipeline.submit_audio_sample(samples) - async def audio_consumer(): - # Consumer runs in the asyncio loop and does resampling + submits to model. - try: - while True: - samples = await audio_queue.get() - try: - # simple resampling when mic rate differs from model SAMPLE_RATE - if mic_rate != sample_rate: - old_len = samples.shape[0] - duration = old_len / mic_rate - new_len = int(round(duration * sample_rate)) - if new_len <= 0: - continue - t_old = np.linspace(0, duration, num=old_len, endpoint=False) - t_new = np.linspace(0, duration, num=new_len, endpoint=False) - samples = np.interp(t_new, t_old, samples).astype(np.float32) - # send to the pipeline (this may do I/O / inference) - audio_pipeline.submit_audio_sample(samples) - finally: - audio_queue.task_done() - except asyncio.CancelledError: - # gracefully exit on cancellation - return - - # Choose a small blocksize to keep latency low (e.g. ~10ms) - blocksize = max(256, int(mic_rate / 100)) - - print(f"[worker] opening InputStream mic_rate={mic_rate} sample_rate={sample_rate} blocksize={blocksize}") - consumer_task = asyncio.create_task(audio_consumer()) + print(f"[worker] opening InputStream mic_rate={mic_rate} sample_rate={sample_rate}") try: - # request low latency and float32 frames; keep callback minimal - with sd.InputStream(samplerate=mic_rate, channels=channels, callback=audio_callback, dtype="float32", blocksize=blocksize, latency="low"): + with sd.InputStream(samplerate=mic_rate, channels=channels, callback=audio_callback): print("Started! Press Ctrl-C to stop.") while True: await asyncio.sleep(1) @@ -126,9 +93,6 @@ async def audio_consumer(): print("Interrupted, exiting") except Exception as e: print(f"[worker] audio stream error: {e}") - finally: - consumer_task.cancel() - await asyncio.gather(consumer_task, return_exceptions=True) if __name__ == "__main__": From 9ca4674111cf4619684e0f20a2cb69408c25ceb8 Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Mon, 8 Jun 2026 10:33:12 -0700 Subject: [PATCH 06/22] Added some scripts for vosk --- vox-tiny/assistant.py | 162 ++++++++++++++++++++++++++++++++++++++++++ vox-tiny/train.py | 43 +++++++++++ 2 files changed, 205 insertions(+) create mode 100644 vox-tiny/assistant.py create mode 100644 vox-tiny/train.py diff --git a/vox-tiny/assistant.py b/vox-tiny/assistant.py new file mode 100644 index 0000000..d3e9cae --- /dev/null +++ b/vox-tiny/assistant.py @@ -0,0 +1,162 @@ +# pip install numpy sounddevice python-vlc vosk + +import json +import queue +import pickle +import numpy as np +import sounddevice as sd +import vlc + +from vosk import Model +from vosk import KaldiRecognizer + +from sentence_transformers import ( + SentenceTransformer +) + +SAMPLE_RATE = 48000 +BLOCK_SIZE = 4000 + +audio_q = queue.Queue() + +# -------------------- +# load intent names +# -------------------- +with open( + "intent_names.txt" +) as f: + intent_names = [ + x.strip() + for x in f + if x.strip() + ] + +# -------------------- +# load centroids +# -------------------- +with open( + "intent_embeddings.pkl", + "rb" +) as f: + intent_centroids = pickle.load(f) + +# -------------------- +# embedding model +# -------------------- +embedder = SentenceTransformer( + "all-MiniLM-L6-v2" +) + +# -------------------- +# audio playback +# -------------------- +current_player = None + + +def play_intent(intent): + global current_player + path = f"intents/{intent}.mp3" + try: + if current_player: + current_player.stop() + current_player = vlc.MediaPlayer(path) + current_player.play() + except Exception as e: + print(e) + print("Would've played:", path) + +# -------------------- +# intent classifier +# -------------------- + + +def classify(text): + q = embedder.encode( + [text], + normalize_embeddings=True + )[0] + best_score = -1 + best_label = None + for label, centroid in \ + intent_centroids.items(): + score = float( + np.dot(q, centroid) + ) + if score > best_score: + best_score = score + best_label = label + return ( + intent_names[best_label], + best_score + ) + +# -------------------- +# mic callback +# -------------------- + + +def audio_callback( + indata, + frames, + time_info, + status +): + if status: + print(status) + audio_q.put( + bytes(indata) + ) + +# -------------------- +# main +# -------------------- + + +def main(): + model = Model( + "model" + ) + recognizer = KaldiRecognizer( + model, + SAMPLE_RATE + ) + with sd.RawInputStream( + samplerate=SAMPLE_RATE, + blocksize=BLOCK_SIZE, + dtype="int16", + channels=1, + callback=audio_callback + ): + print("Listening...") + while True: + data = audio_q.get() + if recognizer.AcceptWaveform( + data + ): + result = json.loads( + recognizer.Result() + ) + text = result.get( + "text", + "" + ) + if not text: + continue + intent, score = classify( + text + ) + print( + f"{text!r}" + ) + print( + f"→ {intent} " + f"({score:.3f})" + ) + if score > 0.45: + play_intent( + intent + ) + + +if __name__ == "__main__": + main() diff --git a/vox-tiny/train.py b/vox-tiny/train.py new file mode 100644 index 0000000..f24f74d --- /dev/null +++ b/vox-tiny/train.py @@ -0,0 +1,43 @@ +# pip install datasets sentence_transformers numpy + +from datasets import load_dataset +from sentence_transformers import SentenceTransformer +from collections import defaultdict +import numpy as np +import pickle + +print("Loading dataset...") +dataset = load_dataset("DeepPavlov/hwu64") +train = dataset["train"] +texts = train["utterance"] +labels = train["label"] +model = SentenceTransformer( + "all-MiniLM-L6-v2" +) +embeddings = model.encode( + texts, + normalize_embeddings=True, + batch_size=256, + show_progress_bar=True +) +label_to_embeddings = defaultdict(list) +for emb, label in zip( + embeddings, + labels +): + label_to_embeddings[label].append(emb) +intent_centroids = {} +for label, vecs in label_to_embeddings.items(): + vecs = np.asarray(vecs) + centroid = vecs.mean(axis=0) + centroid /= np.linalg.norm(centroid) + intent_centroids[label] = centroid +with open( + "intent_embeddings.pkl", + "wb" +) as f: + pickle.dump( + intent_centroids, + f + ) +print("Saved.") 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zS9^Na%#HkLzQcrMixWYP!`Q#8kC@yo!KGz~n95}vi01kWkXm-J=0FazV{2Eyw%}@Z zRkthl`Gzuv{ysRhq`RqF;TXEnihxI#W_84$rFKGz|! in7Z%FW4`FBv!(kE;P9;+Osx{F9cr-okB4>t?EeF2!@%AE literal 0 HcmV?d00001 From bd21654844f55ae0b2879747b6b0e9d54c75a0b5 Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Tue, 9 Jun 2026 07:31:45 -0700 Subject: [PATCH 08/22] Two more imports needed --- vox-tiny/assistant.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vox-tiny/assistant.py b/vox-tiny/assistant.py index d3e9cae..b10e513 100644 --- a/vox-tiny/assistant.py +++ b/vox-tiny/assistant.py @@ -1,4 +1,4 @@ -# pip install numpy sounddevice python-vlc vosk +# pip install numpy sounddevice python-vlc vosk PyAudio sentence_transformers import json import queue From a5c06d726677f48790cfd206b7e7c1b5dcae3338 Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Wed, 10 Jun 2026 02:15:01 -0700 Subject: [PATCH 09/22] Results: TF-IDF better than embedding model on a speed per accuracy basis MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit (env) magnus@magnuspersonal:~/programming/cse481/vox-tiny$ python3 benchmarking.py Loading dataset... Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads. train=7163 test=1791 === EMBEDDING MODEL === Loading weights: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 103/103 [00:00<00:00, 7329.59it/s] Batches: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 28/28 [00:04<00:00, 5.65it/s] Batches: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 7/7 [00:01<00:00, 5.49it/s] accuracy = 0.8442 test time = 1.341s per sample = 0.749 ms === TFIDF MODEL === accuracy = 0.7923 test time = 0.160s per sample = 0.089 ms --- vox-tiny/benchmarking.py | 222 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 222 insertions(+) create mode 100644 vox-tiny/benchmarking.py diff --git a/vox-tiny/benchmarking.py b/vox-tiny/benchmarking.py new file mode 100644 index 0000000..2e498e8 --- /dev/null +++ b/vox-tiny/benchmarking.py @@ -0,0 +1,222 @@ +# pip install datasets sentence_transformers scikit-learn numpy + +import time +import numpy as np + +from collections import defaultdict + +from datasets import load_dataset + +from sklearn.model_selection import train_test_split +from sklearn.feature_extraction.text import TfidfVectorizer +from sklearn.metrics import accuracy_score + +from sentence_transformers import SentenceTransformer + +print("Loading dataset...") + +dataset = load_dataset("DeepPavlov/hwu64") +rows = dataset["train"] + +texts = list(rows["utterance"]) +labels = np.array(rows["label"]) + +X_train, X_test, y_train, y_test = train_test_split( + texts, + labels, + test_size=0.20, + random_state=42, + stratify=labels +) + +print( + f"train={len(X_train)} " + f"test={len(X_test)}" +) + +# -------------------------------------------------- +# EMBEDDING CENTROID MODEL +# -------------------------------------------------- + +print("\n=== EMBEDDING MODEL ===") + +embedder = SentenceTransformer( + "all-MiniLM-L6-v2" +) + +train_emb = embedder.encode( + X_train, + normalize_embeddings=True, + batch_size=256, + show_progress_bar=True +) + +centroids = {} + +tmp = defaultdict(list) + +for emb, label in zip( + train_emb, + y_train +): + tmp[label].append(emb) + +for label, vecs in tmp.items(): + vecs = np.asarray(vecs) + + centroid = vecs.mean(axis=0) + centroid /= np.linalg.norm(centroid) + + centroids[label] = centroid + +start = time.perf_counter() + +test_emb = embedder.encode( + X_test, + normalize_embeddings=True, + batch_size=256, + show_progress_bar=True +) + +preds = [] + +for q in test_emb: + + best_label = None + best_score = -1 + + for label, centroid in centroids.items(): + + score = float( + np.dot(q, centroid) + ) + + if score > best_score: + best_score = score + best_label = label + + preds.append(best_label) + +elapsed = ( + time.perf_counter() + - start +) + +acc = accuracy_score( + y_test, + preds +) + +print( + f"accuracy = {acc:.4f}" +) + +print( + f"test time = {elapsed:.3f}s" +) + +print( + f"per sample = " + f"{elapsed/len(X_test)*1000:.3f} ms" +) + +# -------------------------------------------------- +# TF-IDF CENTROID MODEL +# -------------------------------------------------- + +print("\n=== TFIDF MODEL ===") + +vectorizer = TfidfVectorizer( + lowercase=True, + ngram_range=(1,2), + min_df=2 +) + +X_train_vec = vectorizer.fit_transform( + X_train +) + +centroids = {} + +for label in np.unique(y_train): + + idx = np.where( + y_train == label + )[0] + + centroid = ( + X_train_vec[idx] + .mean(axis=0) + ) + + centroid = np.asarray( + centroid + ).ravel() + + norm = np.linalg.norm( + centroid + ) + + if norm: + centroid /= norm + + centroids[label] = centroid + +start = time.perf_counter() + +X_test_vec = vectorizer.transform( + X_test +) + +preds = [] + +for row in X_test_vec: + + q = row.toarray()[0] + + norm = np.linalg.norm(q) + + if norm: + q /= norm + + best_label = None + best_score = -1 + + for label, centroid in centroids.items(): + + score = np.dot( + q, + centroid + ) + + if score > best_score: + + best_score = score + best_label = label + + preds.append( + best_label + ) + +elapsed = ( + time.perf_counter() + - start +) + +acc = accuracy_score( + y_test, + preds +) + +print( + f"accuracy = {acc:.4f}" +) + +print( + f"test time = {elapsed:.3f}s" +) + +print( + f"per sample = " + f"{elapsed/len(X_test)*1000:.3f} ms" +) \ No newline at end of file From ad9719b427dc67370296ead7e0bc0af92cf677c4 Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Wed, 10 Jun 2026 02:39:55 -0700 Subject: [PATCH 10/22] TF-IDF + regression is also very good (env) magnus@magnuspersonal:~/programming/cse481/vox-tiny$ python3 benchmarking2.py Loading dataset... Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads. === TFIDF + LOGISTIC REGRESSION === Training... /home/magnus/programming/cse481/vox-tiny/env/lib/python3.14/site-packages/sklearn/linear_model/_logistic.py:1457: FutureWarning: 'n_jobs' has no effect since 1.8 and will be removed in 1.10. You provided 'n_jobs=-1', please leave it unspecified. warnings.warn(msg, category=FutureWarning) accuracy = 0.8431 test time = 0.001s per sample = 0.001 ms --- vox-tiny/benchmarking2.py | 79 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 79 insertions(+) create mode 100644 vox-tiny/benchmarking2.py diff --git a/vox-tiny/benchmarking2.py b/vox-tiny/benchmarking2.py new file mode 100644 index 0000000..a1e4a03 --- /dev/null +++ b/vox-tiny/benchmarking2.py @@ -0,0 +1,79 @@ +import numpy as np +import time +from sklearn.feature_extraction.text import TfidfVectorizer +from sklearn.linear_model import LogisticRegression +from sklearn.metrics import accuracy_score +from sklearn.model_selection import train_test_split +from datasets import load_dataset + +print("Loading dataset...") + +dataset = load_dataset("DeepPavlov/hwu64") +rows = dataset["train"] + +texts = list(rows["utterance"]) +labels = np.array(rows["label"]) + +X_train, X_test, y_train, y_test = train_test_split( + texts, + labels, + test_size=0.20, + random_state=42, + stratify=labels +) + +print("\n=== TFIDF + LOGISTIC REGRESSION ===") + +vectorizer = TfidfVectorizer( + lowercase=True, + ngram_range=(1, 2), + min_df=2 +) + +X_train_vec = vectorizer.fit_transform( + X_train +) + +X_test_vec = vectorizer.transform( + X_test +) + +clf = LogisticRegression( + max_iter=1000, + n_jobs=-1 +) + +print("Training...") +clf.fit( + X_train_vec, + y_train +) + +start = time.perf_counter() + +preds = clf.predict( + X_test_vec +) + +elapsed = ( + time.perf_counter() + - start +) + +acc = accuracy_score( + y_test, + preds +) + +print( + f"accuracy = {acc:.4f}" +) + +print( + f"test time = {elapsed:.3f}s" +) + +print( + f"per sample = " + f"{elapsed / len(X_test) * 1000:.3f} ms" +) \ No newline at end of file From e3925de4543094045d0118039be74fdb3316a611 Mon Sep 17 00:00:00 2001 From: Magnus Fulton Date: Wed, 10 Jun 2026 02:59:53 -0700 Subject: [PATCH 11/22] TF-IDF + Regression + Vosk in practice --- vox-tiny/assistant.py | 102 +- vox-tiny/benchmarking.py | 222 - vox-tiny/benchmarking2.py | 79 - vox-tiny/intent_embeddings.pkl | Bin 100211 -> 0 bytes vox-tiny/intent_model.pkl | Bin 0 -> 3892031 bytes vox-tiny/intent_names.txt | 8954 ++++++++++++++++++++++++++++++++ vox-tiny/train.py | 62 +- 7 files changed, 9046 insertions(+), 373 deletions(-) delete mode 100644 vox-tiny/benchmarking.py delete mode 100644 vox-tiny/benchmarking2.py delete mode 100644 vox-tiny/intent_embeddings.pkl create mode 100644 vox-tiny/intent_model.pkl create mode 100644 vox-tiny/intent_names.txt diff --git a/vox-tiny/assistant.py b/vox-tiny/assistant.py index b10e513..582e94d 100644 --- a/vox-tiny/assistant.py +++ b/vox-tiny/assistant.py @@ -1,27 +1,34 @@ -# pip install numpy sounddevice python-vlc vosk PyAudio sentence_transformers +# pip install sounddevice python-vlc vosk PyAudio scikit-learn import json import queue import pickle -import numpy as np + import sounddevice as sd import vlc from vosk import Model from vosk import KaldiRecognizer -from sentence_transformers import ( - SentenceTransformer -) - SAMPLE_RATE = 48000 BLOCK_SIZE = 4000 audio_q = queue.Queue() +# -------------------- +# load model +# -------------------- + +with open( + "intent_model.pkl", + "rb" +) as f: + vectorizer, classifier = pickle.load(f) + # -------------------- # load intent names # -------------------- + with open( "intent_names.txt" ) as f: @@ -31,39 +38,36 @@ if x.strip() ] -# -------------------- -# load centroids -# -------------------- -with open( - "intent_embeddings.pkl", - "rb" -) as f: - intent_centroids = pickle.load(f) - -# -------------------- -# embedding model -# -------------------- -embedder = SentenceTransformer( - "all-MiniLM-L6-v2" -) - # -------------------- # audio playback # -------------------- + current_player = None def play_intent(intent): global current_player + path = f"intents/{intent}.mp3" + try: + if current_player: current_player.stop() - current_player = vlc.MediaPlayer(path) + + current_player = vlc.MediaPlayer( + path + ) + current_player.play() + except Exception as e: + print(e) - print("Would've played:", path) + print( + "Would've played:", + path + ) # -------------------- # intent classifier @@ -71,23 +75,24 @@ def play_intent(intent): def classify(text): - q = embedder.encode( - [text], - normalize_embeddings=True + + x = vectorizer.transform( + [text] + ) + + probs = classifier.predict_proba( + x )[0] - best_score = -1 - best_label = None - for label, centroid in \ - intent_centroids.items(): - score = float( - np.dot(q, centroid) - ) - if score > best_score: - best_score = score - best_label = label + + best_label = probs.argmax() + + confidence = float( + probs[best_label] + ) + return ( intent_names[best_label], - best_score + confidence ) # -------------------- @@ -103,6 +108,7 @@ def audio_callback( ): if status: print(status) + audio_q.put( bytes(indata) ) @@ -113,13 +119,16 @@ def audio_callback( def main(): + model = Model( "model" ) + recognizer = KaldiRecognizer( model, SAMPLE_RATE ) + with sd.RawInputStream( samplerate=SAMPLE_RATE, blocksize=BLOCK_SIZE, @@ -127,31 +136,44 @@ def main(): channels=1, callback=audio_callback ): - print("Listening...") + + print( + "Listening..." + ) + while True: + data = audio_q.get() + if recognizer.AcceptWaveform( data ): + result = json.loads( recognizer.Result() ) + text = result.get( "text", "" ) + if not text: continue + intent, score = classify( text ) + print( f"{text!r}" ) + print( f"→ {intent} " f"({score:.3f})" ) + if score > 0.45: play_intent( intent @@ -159,4 +181,4 @@ def main(): if __name__ == "__main__": - main() + main() \ No newline at end of file diff --git a/vox-tiny/benchmarking.py b/vox-tiny/benchmarking.py deleted file mode 100644 index 2e498e8..0000000 --- a/vox-tiny/benchmarking.py +++ /dev/null @@ -1,222 +0,0 @@ -# pip install datasets sentence_transformers scikit-learn numpy - -import time -import numpy as np - -from collections import defaultdict - -from datasets import load_dataset - -from sklearn.model_selection import train_test_split -from sklearn.feature_extraction.text import TfidfVectorizer -from sklearn.metrics import accuracy_score - -from sentence_transformers import SentenceTransformer - -print("Loading dataset...") - -dataset = load_dataset("DeepPavlov/hwu64") -rows = dataset["train"] - -texts = list(rows["utterance"]) -labels = np.array(rows["label"]) - -X_train, X_test, y_train, y_test = train_test_split( - texts, - labels, - test_size=0.20, - random_state=42, - stratify=labels -) - -print( - f"train={len(X_train)} " - f"test={len(X_test)}" -) - -# -------------------------------------------------- -# EMBEDDING CENTROID MODEL -# -------------------------------------------------- - -print("\n=== EMBEDDING MODEL ===") - -embedder = SentenceTransformer( - "all-MiniLM-L6-v2" -) - -train_emb = embedder.encode( - X_train, - normalize_embeddings=True, - batch_size=256, - show_progress_bar=True -) - -centroids = {} - -tmp = defaultdict(list) - -for emb, label in zip( - train_emb, - y_train -): - tmp[label].append(emb) - -for label, vecs in tmp.items(): - vecs = np.asarray(vecs) - - centroid = vecs.mean(axis=0) - centroid /= np.linalg.norm(centroid) - - centroids[label] = centroid - -start = time.perf_counter() - -test_emb = embedder.encode( - X_test, - normalize_embeddings=True, - batch_size=256, - show_progress_bar=True -) - -preds = [] - -for q in test_emb: - - best_label = None - best_score = -1 - - for label, centroid in centroids.items(): - - score = float( - np.dot(q, centroid) - ) - - if score > best_score: - best_score = score - best_label = label - - preds.append(best_label) - -elapsed = ( - time.perf_counter() - - start -) - -acc = accuracy_score( - y_test, - preds -) - -print( - f"accuracy = {acc:.4f}" -) - -print( - f"test time = {elapsed:.3f}s" -) - -print( - f"per sample = " - f"{elapsed/len(X_test)*1000:.3f} ms" -) - -# -------------------------------------------------- -# TF-IDF CENTROID MODEL -# -------------------------------------------------- - -print("\n=== TFIDF MODEL ===") - -vectorizer = TfidfVectorizer( - lowercase=True, - ngram_range=(1,2), - min_df=2 -) - -X_train_vec = vectorizer.fit_transform( - X_train -) - -centroids = {} - -for label in np.unique(y_train): - - idx = np.where( - y_train == label - )[0] - - centroid = ( - X_train_vec[idx] - .mean(axis=0) - ) - - centroid = np.asarray( - centroid - ).ravel() - - norm = np.linalg.norm( - centroid - ) - - if norm: - centroid /= norm - - centroids[label] = centroid - -start = time.perf_counter() - -X_test_vec = vectorizer.transform( - X_test -) - -preds = [] - -for row in X_test_vec: - - q = row.toarray()[0] - - norm = np.linalg.norm(q) - - if norm: - q /= norm - - best_label = None - best_score = -1 - - for label, centroid in centroids.items(): - - score = np.dot( - q, - centroid - ) - - if score > best_score: - - best_score = score - best_label = label - - preds.append( - best_label - ) - -elapsed = ( - time.perf_counter() - - start -) - -acc = accuracy_score( - y_test, - preds -) - -print( - f"accuracy = {acc:.4f}" -) - -print( - f"test time = {elapsed:.3f}s" -) - -print( - f"per sample = " - f"{elapsed/len(X_test)*1000:.3f} ms" -) \ No newline at end of file diff --git a/vox-tiny/benchmarking2.py b/vox-tiny/benchmarking2.py deleted file mode 100644 index a1e4a03..0000000 --- a/vox-tiny/benchmarking2.py +++ /dev/null @@ -1,79 +0,0 @@ -import numpy as np -import time -from sklearn.feature_extraction.text import TfidfVectorizer -from sklearn.linear_model import LogisticRegression -from sklearn.metrics import accuracy_score -from sklearn.model_selection import train_test_split -from datasets import load_dataset - -print("Loading dataset...") - -dataset = load_dataset("DeepPavlov/hwu64") -rows = dataset["train"] - -texts = list(rows["utterance"]) -labels = np.array(rows["label"]) - -X_train, X_test, y_train, y_test = train_test_split( - texts, - labels, - test_size=0.20, - random_state=42, - stratify=labels -) - -print("\n=== TFIDF + LOGISTIC REGRESSION ===") - -vectorizer = TfidfVectorizer( - lowercase=True, - ngram_range=(1, 2), - min_df=2 -) - -X_train_vec = vectorizer.fit_transform( - X_train -) - -X_test_vec = vectorizer.transform( - X_test -) - -clf = LogisticRegression( - max_iter=1000, - n_jobs=-1 -) - -print("Training...") -clf.fit( - X_train_vec, - y_train -) - -start = time.perf_counter() - -preds = clf.predict( - X_test_vec -) - -elapsed = ( - time.perf_counter() - - start -) - -acc = accuracy_score( - y_test, - preds -) - -print( - f"accuracy = {acc:.4f}" -) - -print( - f"test time = {elapsed:.3f}s" -) - -print( - f"per sample = " - f"{elapsed / len(X_test) * 1000:.3f} ms" -) \ No newline at end of file diff --git a/vox-tiny/intent_embeddings.pkl b/vox-tiny/intent_embeddings.pkl deleted file mode 100644 index b83ee6d625038dd608b51f6f9540913afe055b85..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 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